Home - DianaCarolinaVergara/16S-rRNA-Analysis GitHub Wiki

Welcome to the 16S-rRNA-Analysis wiki!

With this pipeline we can develop a full 16S rRNA analysis with Qiime2 (2019.7) (I always worked with hipervariable regions V3-V4) for microbial characterization.

After that, with some of these results you can perform the phylosimbiotic and cophylogenetic analysis (for Phylosymbiosis and Co-evolution models). You will learn to:

qiime2

  1. Decompress your files .tar and Import your sequences in Qiime2.
  2. Demultiplex
  3. Quality Filter analysis with DADA2.
  4. Features table construction

    OTUs table

  5. Alpha-rarefaction plotting
  6. Alpha-Beta diversity Analysis
    • Alpha diversity

      chao1, simpson, shannon, margalef index

    • Beta diversity

      Bray-Curtis, Weighted, Unweighted-Unifrac

  7. Taxonomic classification
  8. Construct a phylogeny
  9. Classifiers

    Random Forest

  10. Graphics Bray-Curtis PCoA Taxonomic barplots Creating a tree (ML) or a midpoint rooted tree. Heatmaps
  11. Export final-files

    With Qiime1

First, you need to check that you have:

  • Installed qiime2 and qiime1 at your HPC cluster
  • Load a conda environment module load anaconda/python3.7
  • Activate qiime2 source source activate qiime2-2019.7
  • Preferable start an interactive session or a job.

References

https://s3-us-west-2.amazonaws.com/qiime2-workshops/fmt-cdiff/index.html#fmt-for-recurrent-clostridium-difficile-infection-tutorial

https://isugenomics.github.io/bioinformatics-workbook/dataAnalysis/Metagenomics/Qiime2.html

http://compbio.ucsd.edu/wp-content/uploads/2018/07/20180621_oslo_university_microbiome_analysis_with_qiime2_tutorial.pdf

https://chmi-sops.github.io/mydoc_qiime2.html

https://forum.qiime2.org/t/q2-phylogeny-community-tutorial/4455