Metagenomics Bioinformatics
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Date:
Tuesday 18 - Thursday 20 October 2016Venue:
European Bioinformatics Institute (EMBL-EBI) - Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SD, United KingdomApplication opens:
Friday 15 April 2016Application deadline:
Friday 22 July 2016Participation:
Open application with selectionContact:
EMBL-EBI Training TeamRegistration fee:
£175Registration closed
Overview
This course will cover the use of publicly available resources to manage, share, analyse and interpret metagenomics data, including both marker gene and whole gene shotgun (WGS) approaches. Delegates will gain hands-on experience using a range of data resources and tools, interspersed with lectures. Additionally, there will be the opportunity to discuss the challenges facing researchers in the field.
Audience
This course is aimed at life scientists who are working in the field of metagenomics, in the early stages of their data analysis, and who already have some prior experience in using bioinformatics in their research.
Prerequisites
Some practical sessions in the course require a basic understanding of the Unix command line and the R statistics package. Please ensure that you complete these free tutorials before you attend the course:
- Basic introduction to the Unix environment: www.ee.surrey.ac.uk/Teaching/Unix
- Basic R concept tutorials: www.r-tutor.com/r-introduction
Syllabus, tools and resources
During this course you will learn about:
- Data generation: Next Generation Sequencing, amplicon-based approaches (ribosomal RNA)
- Data analysis: The EBI Metagenomics Portal, QIIME, HMMER, InterPro, GO, FASTQC, diversity, coverage, sample comparisons, metabolic and pathway analyses
- Data standards and submission: European Nucleotide Archive (ENA), Genomic Standards Consortium (GSC), SRA, Webin
- Public repositories: MG Portal, MG-RAST
Outcomes
After this course you should be able to:
- Submit data to public resources for metagenomics
- Interpret results and compare with other metagenomics datasets
- Use a range of tools to perform data analyses
- Discuss the pitfalls and challenges in the field
Programme
Time | Topic | Trainer |
---|---|---|
Day 1 – Tuesday 18th October 2016 – Metagenomics introduction | ||
09:30 - 10:00 | Arrival, registration and tea/coffee | |
10:00 - 10:30 | An introduction to the EBI | Annalisa Mupo |
10:30 - 11:30 | An introduction to sequencing technologies for metagenomics | Matt Clark |
11:30 - 12:00 | Introduction to metagenomics data analysis: provenance, reproducibility & workflows | Alex Mitchell |
12:00 - 12:30 | Public resources for metagenomic data analysis | Rob Finn |
12:30 - 13:30 | Lunch | |
13:30 - 15:00 |
Data standards and ENA data submission (with hands-on) |
Petra ten Hoopen |
15:00 - 15:30 | Tea/coffee break | |
15:30 - 17:00 |
Coupling different meta-omics approaches |
Rob Finn, open discussion |
17:00 - 19:00 | Poster session | |
19:00 | Evening meal | Hinxton hall |
Day 2 – Wednesday 19th October 2016 – Taxonomic and functional analysis | ||
09:00 - 10:00 | Quality control with hands on | Hubert Denise |
10:00 - 11:00 | Taxonomic analyses and QIIME hands-on | Morgan Langille |
11:00 - 11:30 | Tea/coffee break | |
11:30 - 13:00 | Taxonomic analyses and QIIME hands-on (continued) | Morgan Langille |
13:00 - 14:00 | Lunch and poster session | |
14:00 - 16:00 | EBI Metagenomics portal: taxonomic and functional analysis and hands-on | Alex Mitchell |
16:00 - 16:30 | Tea/coffee break | |
16:30 - 18:00 | Data analysis with R | Blaise Alako |
19:00 | Evening meal | Hinxton hall |
Day 3 – Thursday 20th October 2016 – Advanced analyses | ||
09:00 - 10:30 | Additional analysis tools (extending beyond EBI Metagenomics) | Rob Finn |
10:30 - 11:00 | Tea/coffee break | |
11:00 - 12:30 | Estimating sequence diversity and coverage (hands-on) | Darren Wilkinson/Tom Curtis |
12:30 - 13:30 | Lunch | |
13:30 - 15:00 | PICRUSt: Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (hands on) | Morgan Langille |
15:00 - 15:30 | Course feedback and wrap up | Annalisa Mupo |
16:00 | Coach to Cambridge Train Station |