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Bioconductor - LegATo (development version)

LegATo

This is the development version of LegATo; for the stable release version, see LegATo.

LegATo: Longitudinal mEtaGenomic Analysis Toolkit

Bioconductor version: Development (3.22)

LegATo is a suite of open-source software tools for longitudinal microbiome analysis. It is extendable to several different study forms with optimal ease-of-use for researchers. Microbiome time-series data presents distinct challenges including complex covariate dependencies and variety of longitudinal study designs. This toolkit will allow researchers to determine which microbial taxa are affected over time by perturbations such as onset of disease or lifestyle choices, and to predict the effects of these perturbations over time, including changes in composition or stability of commensal bacteria.

Author: Aubrey Odom [aut, cre] ORCID: 0000-0001-7113-7598 , Yilong Zhang [ctb] (Author of NMIT functions), Jared Pincus [csl] (ORCID: ORCID: 0000-0001-6708-5262 , other: Naming consultant of package), Jordan Pincus [art] (Artist of LegATo icon)

Maintainer: Aubrey Odom <aodom at bu.edu>

Citation (from within R, enter citation("LegATo")): Installation

To install this package, start R (version "4.5") and enter:


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

# The following initializes usage of Bioc devel
BiocManager::install(version='devel')

BiocManager::install("LegATo")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("LegATo")
Details biocViews ExperimentData, MicrobiomeData, ReproducibleResearch, SequencingData Version 1.3.0 License MIT + file LICENSE Depends R (>= 4.4.0) Imports animalcules, data.table, dplyr, ggplot2, magrittr, MultiAssayExperiment, plyr, rlang, S4Vectors, stringr, SummarizedExperiment, tibble, tidyr, tidyselect System Requirements URL https://wejlab.github.io/LegATo-docs/ Bug Reports https://github.com/wejlab/LegATo/issues See More Suggests BiocStyle, broom, broom.mixed, circlize, ComplexHeatmap, emmeans, geepack, ggalluvial, ggeffects, grDevices, knitr, lme4, lmerTest, methods, RColorBrewer, rmarkdown, spelling, TBSignatureProfiler, testthat (>= 3.0.0), TreeSummarizedExperiment, usethis, vegan Linking To Enhances Depends On Me Imports Me Suggests Me Links To Me Build Report Build Report Package Archives

Follow Installation instructions to use this package in your R session.


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