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:
- Decompress your files .tar and Import your sequences in Qiime2.
- Demultiplex
- Quality Filter analysis with DADA2.
- Features table construction
OTUs table
- Alpha-rarefaction plotting
- Alpha-Beta diversity Analysis
- Alpha diversity
chao1, simpson, shannon, margalef index
- Beta diversity
Bray-Curtis, Weighted, Unweighted-Unifrac
- Alpha diversity
- Taxonomic classification
- Construct a phylogeny
- Classifiers
Random Forest
- Graphics Bray-Curtis PCoA Taxonomic barplots Creating a tree (ML) or a midpoint rooted tree. Heatmaps
- 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://isugenomics.github.io/bioinformatics-workbook/dataAnalysis/Metagenomics/Qiime2.html
https://chmi-sops.github.io/mydoc_qiime2.html
https://forum.qiime2.org/t/q2-phylogeny-community-tutorial/4455