aponsero / Microbiota_ExAnalysis

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Example of a microbiota analysis

Scripts of an example of microbiota overview analysis. The dataset is composed of 19 mice fecal 16SrRNA amplicon sequencing samples, which were originally published in [https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3753973/].

Requirements

The script requires the following libraries:

  • tidyverse
  • microbiome
  • mia
  • ggpubr
  • vegan
  • factoextra
  • ranacapa
  • taxonomizr
  • scater
  • Maaslin2

Overview

The script "Data_Check.Rmd" runs classic data sanity check and creates a PhyloSeq object containing the dataset.

  • Comparing expected and observed composition of the Mock community
  • Taxonomic annotation quality overview
  • Contaminants
  • Rarefaction curves

The script "Data_Analysis.Rmd" runs a broad overview analysis.

  • Global composition overview
  • Alpha-diversity, Richness and eveness overview
  • Beta-diversity analysis (Bray-Curtis)
  • Beta-diversity analysis (Aitchinson)
  • Differential abundance analysis using MaAslin2 (LM)

About

License:MIT License


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