Virtual course
Metagenomics bioinformatics (Virtual)
Gain knowledge of the tools, processes and analysis approaches used in the field of metagenomics.
This course will cover the metagenomics data analysis workflow from the point of newly generated sequence data. Participants will explore the use of publicly available resources and tools to manage, share, analyse and interpret metagenomics data. The content will include issues of data quality control and how to submit to public repositories. While sessions will detail marker-gene and whole-genome shotgun (WGS) approaches; the primary focus will be on assembly-based approaches. Discussions will also explore considerations when assembling genome data, the analysis that can be carried out by MGnify on such datasets, and what downstream analysis options and tools are available.
Virtual course
The course content will involve participants learning via pre-recorded lectures, live presentations and trainer Q&A sessions. Practical experience will be developed through group activities and computational exercises. Sessions will be delivered over Zoom with additional text communication over Slack. Trainers will be available to assist, answer questions and further explain the analysis during these times. Computational practicals will be run in Docker containers operating on EMBL-EBI's virtual training infrastructure; this means there is no need to have a powerful computer to run exercises or a requirement to install complex software before the course.
Participants will need to be available between the hours of 09:00-17:00 GMT each day of the course.
Who is this course for?
This course is aimed at life scientists who are working in the field of metagenomics and are currently in the early stages of data analysis. Participants should have some prior experience of using bioinformatics in their research.
The practical sessions in the course require a basic understanding of the Unix command line and the R statistics package. Participants should ensure that they complete these free tutorials before attending 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
What will I learn?
Learning outcomes
After this course participants should be able to:
- Conduct appropriate quality control and decontamination of metagenomic data and run simple assembly pipelines on short read data
- Utilise public datasets and resources to identify relevant data for analysis
- Apply appropriate tools in the analysis of metagenomic data
- Submit metagenomics data to online repositories for sharing and future analysis
- Apply relevant knowledge in strain resolution and comparative metagenome analysis to their own research
Course content
During this course participants will learn about:
- Microbiome data types: Amplicon approaches (ribosomal RNA), whole genome shotgun (WGS) approaches, assembly and metagenome assembled genomes (MAGs)
- Data analysis: MGnify, HMMER, InterPro, Gene Ontology (GO), FASTQC, and pathway analyses
- Data standards and submission:
- Metagenomics data analysis workflow
Trainers
Tom Hancocks
EMBL-EBI, UK Rob Finn
EMBL-EBI, UK Lorna Richardson
EMBL-EBI, UK Varsha Kale
EMBL-EBI, UK Ben Allen
University of Newcastle, UK Chris Quince
Warwick Medical School, UK Josephine Burgin
EMBL-EBI, UK Alexandre Almeida
EMBL-EBI, UK Martin Beracochea
EMBL-EBI, UK Sebastien Raguideau
University of Warwick, UK Georg Zeller
EMBL Heidelberg/de.NBI Jakob Wirbel
EMBL Heidelberg
EMBL-EBI, UK
EMBL-EBI, UK
EMBL-EBI, UK
EMBL-EBI, UK
University of Newcastle, UK
Warwick Medical School, UK
EMBL-EBI, UK
EMBL-EBI, UK
EMBL-EBI, UK
University of Warwick, UK
EMBL Heidelberg/de.NBI
EMBL Heidelberg
Programme
Day 1 – Monday 2 November |
||
|---|---|---|
| Introductions, QC & host decontamination, assembly | ||
| 09:00-09:30 | Arrival, check-in and hangout | Tom Hancocks & Marina Pujol |
| 09:45-10:00 | Introduction to virtual training | Tom Hancocks |
| 10:00-10:30 | Participant introductions and networking | All |
| 10:30-10:45 | Break | |
| 10:45-11:15 | Course introduction | Rob Finn & Lorna Richardson |
| 11:15-12:00 | Quality control and host-decontamination – lecture recap + Q&A | Varsha Kale |
| 12:00-12:45 | QC & decontamination - practical | Varsha Kale |
| 12:45-13:00 | QC & decontamination – practical recap | Varsha Kale |
| 13:00-14:00 | Break | |
| 14:00-15:00 | European Nucleotide Archive – lecture, recap + Q&A | Josephine Burgin & Sam Holt |
| 15:00-15:15 | Break | |
| 15:15-16:30 | Tools to assemble short reads – live lecture + Q&A | Rob Finn & Alex Almeida |
| 16:30-17:00 | Flash talks | All |
| 17:00 | End of day | |
Day 2 – Tuesday 3 November 2020 |
||
|---|---|---|
| Functional analysis & MGnify services | ||
| 09:30-09:45 | Arrival, check-in and hangout | Tom Hancocks & Marina Pujol |
| 09:45-10:00 | Group activity | All |
| 10:00-11:00 | MGnify services – lecture + Q&A + introduction of practical | Lorna Richardson & Rob Finn |
| 11:00-11:15 | Break | |
| 11:15-12:15 | MGnify services – practical | Lorna Richardson & Rob Finn |
| 12:15-12:30 | MGnify services – practical recap | Lorna Richardson & Rob Finn |
| 12:30-13:30 | Break | |
| 13:30-14:30 | MGnifyR | Ben Allen |
| 14:30-15:15 | MGnifyR – practical | Ben Allen |
| 15:15-15:30 | MGnifyR – practical recap | Ben Allen |
| 15:30-15:45 | Break | |
| 15:45-16:30 | Strain resolution - lecture | Chris Quince |
| 16:30-17:00 | Flash talks | All |
| 17:00 | End of day | |
Day 3 – Wednesday 4 November |
||
|---|---|---|
| Assembly binning, MAGs and submission to ENA | ||
| 09:30-09:45 | Arrival, check-in and hangout | Tom Hancocks & Marina Pujol |
| 09:45-10:00 | Group activity | All |
| 10:00-11:00 | Assembly, binning and MAG generation – lecture recap + Q&A | Alex Almeida, Rob Finn & Lorna Richardson |
| 11:00-11:15 | Break | |
| 11:15-12:30 | Assembly, binning and MAG generation – practical | Alex Almeida, Rob Finn & Lorna Richardson |
| 12:30-13:30 | Break | |
| 13:30-15:00 | Assembly, binning and MAG generation – practical | Alex Almeida, Rob Finn & Lorna Richardson |
| 15:00-15:15 | Assembly, binning and MAG generation – practical recap | Alex Almeida, Rob Finn & Lorna Richardson |
| 15:15-15:30 | Break | |
| 15:30-16:30 | ENA Metagenomics Standards – lecture, recap + Q&A | Josephine Burgin & Sam Holt |
| 16:30-17:00 | Flash talks | All |
| 17:00 | End of day | |
Day 4 – Thursday 5 November |
||
|---|---|---|
| MGnify resources and strain resolution | ||
| 09:30-09:45 | Arrival, check-in and hangout | Tom Hancocks & Marina Pujol |
| 09:45-10:00 | Group activity | All |
| 10:00-11:00 | MGnify MAG resources – lecture recap + Q&A | Martin Beracochea |
| 11:00-11:15 | Break | |
| 11:15-12:15 | MGnify API data hunt - practical | Martin Beracochea |
| 12:15-12:30 | MGnify API data hunt - practical recap | Martin Beracochea |
| 12:30-13:30 | Break | |
| 13:30-14:30 | MGnify services - Q&A | Lorna Richardson & Rob Finn |
| 14:30-15:30 | Strain resolution - practical | Seb Raguideau |
| 15:30:15:45 | Break | |
| 15:45-16:15 | Strain resolution - practical | Sebastien Raguideau |
| 16:15-16:30 | Strain resolution - practical recap | Sebastien Raguideau |
| 16:30-17:00 | Flash talks | All |
| 17:00 | End of day | |
Day 5 – Friday 6 November |
||
|---|---|---|
| Comparative metagenome analysis | ||
| 09:30-09:45 | Arrival, check-in and hangout | Tom Hancocks & Marina Pujol |
| 09:45-10:00 | Group activity | All |
| 10:00-11:00 | Comparative metagenome analysis – lecture recap + Q&A | Georg Zeller |
| 11:00-11:15 | Break | |
| 11:15-12:30 | Comparative metagenome analysis – practical | Jakob Wirbel & Georg Zeller |
| 12:30-12:45 | Comparative metagenome analysis – practical recap | Jakob Wirbel & Georg Zeller |
| 12:45-13:15 | Final course Q&A | All |
| 13:15-14:00 | Course wrap-up and feedback | Tom Hancocks |
| 14:00 | End of course | |
Please read our page on application advice before starting your application. In order to be considered for a place on this course, you must do the following:
- Complete the online application form providing answers as directed
- Ensure you add relevant information to the "Application submission" section where you are asked to provide three 100-word paragraphs that cover your:
- scientific biography
- work history
- current research interests
- Upload a letter of support from your supervisor or a senior colleague detailing reasons why you should be selected for the course
Please submit all documents during the application process by midnight on Friday 02 October 2020.
Incomplete applications will not be considered.
Participant flash talks
There will be an opportunity for all participants to give a short presentation as part of the course covering their work. These will offer a chance to share research with the other participants and an opportunity for them and trainers to ask questions. Further details will be provided following registration.