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CBW workshop 2024 beginner
Robyn Wright edited this page May 21, 2024
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This page is currently a work in progress. It will contain information about the 2024 CBW Beginner Microbiome Analysis: St John's, NL, May 27-28. There is also an Advanced Microbiome Analysis workshop being run May 29-30.
Module 1: Introduction to sequencing data analysis
- Introduction to Unix
- Introduction to cloud computing (AWS)
- How to install packages in a Unix command line
- Quality control of sequencing data (examining fasta/fastq files) in a Unix command line
Module 2: Marker gene profiling
- 16S analysis workflow using QIIME2 in a Unix command line: initial importing of reads, denoising and ASV generation, taxonomy assignment, filtering of potential contaminants
Module 3: Microbiome statistics and visualizations
- Calculating alpha and beta diversity metrics in QIIME2
- Visualization of sample results using QIIME2
- Calculation of statistically significant differences between groups using QIIME2
Module 4: Functional prediction and additional analyses
- Running PICRUSt2 in Unix command line
- Running differential abundance tests (e.g. ANCOM-II, MaAsLin2, ALDEx2, etc.) in R
- Please feel free to post a question on the Microbiome Helper google group if you have any issues.
- General comments or inquires about Microbiome Helper can be sent to morgan.langille@dal.ca.
Useful Links
Microbiome Helper 2
- 1.1. Overview - start here!
- 1.2. What you need to start a microbiome analysis
- 1.3. Introduction to command line
- 1.4. Introduction to R and R notebooks
- 1.5. Download tutorial data
- 1.6. Setting up environments for analysis
Microbiome Helper 2 - marker gene/amplicon
Microbiome Helper 2 - metagenome
- 3.1. Metagenomics first steps
- 3.2. Taxonomic annotation with Kraken 2
- 3.3. Functional annotation with MMSeqs 2 (and combining taxonomic and functional annotations)
- 3.4. Getting a tree for metagenomic taxonomic annotations
- 3.5. MAG assembly, binning, and curation with Anvi'o
- 3.6. AMR gene annotation with CARD RGI
- 3.7. Obtaining annotations for function/gene of interest with HMMs
Microbiome Helper 2 - downstream/statistical analysis
Tutorials