Virtual course
SymbNET: from metagenomics to metabolic interactions
Run jointly with SymbNET, this virtual course will introduce and discuss state-of-the art tools for understanding microbial communities (metagenomics) and discovering and analysing species interactions in gut microbial communities, with a particular focus on metabolic interactions. The goal will be to enable users to integrate experimental results with the latest computational methods to move from correlative analyses of host-microbiome systems towards mechanistic understanding, using a combination of introductory lectures and hands-on training materials.
Virtual course
Participants will learn via a mix of pre-recorded lectures, live presentations, trainer Q&A sessions and hands-on training. Live sessions will be delivered using Zoom with additional support and communication via Slack.
Computational practicals will run on EMBL-EBI's virtual training infrastructure, meaning participants will not require access to a powerful computer or install complex software on their machines.
Participants will need to be available between the hours of 09:00-17:30 GMT each day of the course. Trainers will be available to assist, answer questions, and further explain the analysis during these times.
About SymbNET
SymbNET is a European network for host-microbe interactions research, funded by the European Union’s Horizon 2020 research and innovation programme. The project coordinated by FCG-IGC (Instituto Gulbenkian de Ciência, Portugal), brings together the world-leading research institutions EMBL (European Molecular Biology Laboratory, Germany), CAU (Christian-Albrechts-Universität zu Kiel, Germany), and UNIL (Université de Lausanne, Switzerland), and a local widening partner ITQB NOVA (Instituto de Tecnologia Química e Biológica, Portugal).
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement Nº 952537 ![]()
Who is this course for?
This course is aimed at those wishing to undertake analysis of microbial communities, with a particular emphasis on understanding the interactions and cross-talk of community members, especially using metabolomics. Participants are expected to have a good understanding of microbiology, metagenomics and/or metabolomics. Familiarity with Unix is a requirement, as is general use of bioinformatics tools.
15 places are reserved for SymbNET members. Participants from SymbNET institutes will be entitled to free registration. For any enquiries, please contact symbnet@igc.gulbenkian.pt
What will I learn?
Learning outcomes
- Access and retrieve information from metagenomics, metabolomics, and genome-scale metabolic modelling resources
- Apply metagenomics, metabolomics and data integration analysis pipelines
- Identify and analyse experimental and computational challenges in metagenomics and metabolomics experiments
- Evaluate the utility of metagenomics and metabolomics integration methods for different research objectives
- Design metabolomics and metagenomics experiments and data analysis workflows
Course content
During this course you will learn about:
- Metagenomics analysis: MetaSPAdes, MetaPlasmidSPAdes, VIRifyMetagenomics resources: MGnify
- Metabolomics analysis: Agilent Qual, Quant, Mass Profiler Professional, metaBUNT
- Metabolomics resources: MetaboLights, KEGG, Human Metabolome DataBase (HMDB)
- Metagenomics and metabolomics integration resources: Virtual Metabolic Human (VMH), EMBL_GEMS
- Metagenomics and metabolomics integration tools: CarveME, metaGEM, SMETANA
Trainers
Vladimir Benes
EMBL Juan Caballero Perez
EMBL-EBI Alejandra Escobar
EMBL-EBI Robert Finn
EMBL-EBI Tatiana Gurbich
EMBL-EBI Denise Medeiros Selegato
EMBL Julijana Ivanisevic
University of Lausanne Kiran Raosaheb Patil
EMBL Lorna Richardson
EMBL-EBI Sara Saheb Kashaf
EMBL-EBI Michael Zimmermann
EMBL Maria Zimmermann-Kogadeeva
EMBL Sandy Rogers
EMBL-EBI Francisco Zorrilla
University of Cambridge
Programme
All times are given in GMT
The session times may change between now and when the course takes place
Time
Subject
Trainer
Day 1 - 31 January
09:00 - 09:45
Welcome and introductions
Dayane Araújo
09:45 - 10:15
Introduction to metagenomics analyses
Rob Finn
10:15 - 10:30
Break
10:30 - 12:00
Experimental considerations of metagenomics (sequencing technology, library prep, measurements, etc) discussing pros and cons - lecture and Q&A
Vladimir Benes
12:00 - 13:00
Lunch break
13:00 - 13:30
Tools for MAG generation - lecture
Tatiana Gurbich
13:30 - 14:00
Tools for metagenomic assembly - lecture
Juan Caballero
14:00 - 15:00
Tools for metagenomic assembly and MAG generation - Q&A
Juan Caballero, Tatiana Gurbich
15:00 - 15:30
Break
15:30 - 17:00
Assembly practical
Tatiana Gurbich
Day 2 - 01 February
09:00 - 09:30
Morning activity
Dayane Araújo
09:30 - 11:00
MAG generation practical
Tanya Gurbich
11:00 - 11:30
Break
11:30 - 12:30
Classification and annotation of viral MAGs - lecture and Q&A
Sara Kashaf
12:30 - 13:30
Lunch break
13:30 - 15:30
Classification and annotation of viral MAGs - practical
Sara Kashaf
15:30 - 16:00
Break
16:00 - 17:00
Tools for plasmid detection
Alejandra Escobar
Day 3 - 02 February
09:00 - 09:30
Morning activity
Dayane Araújo
09:30 - 10:30
MGnify MAG catalogues - lecture and Q&A
Sandy Rogers
10:30 - 11:00
Break
11:00 - 12:30
MGnify MAG catalogues API access practical
Sandy Rogers
12:30 - 13:30
Lunch break
13:30 - 14:45
Poster presentation group one
Participants
14:45 - 15:00
Break
15:00 - 16:00
Networking
Participants
Day 4 - 03 February
09:00 - 09:30
Morning activity
Dayane Araújo
09:30 - 09:45
Break
09:45 - 10:45
Introduction into metabolomics analyses with a focus on microbes
Michael Zimmermann
10:45 - 11:00
Break
11:00 - 12:00
Poster presentation group two
Delegates
12:00 - 13:00
Lunch break
13:00 - 13:45
Experimental considerations of metabolomics pipelines (technology platforms, measurements, annotation) discussing pros and cons
Julijana Ivanisevic
13:45 - 14:00
Break
14:00 - 15:00
Analysis of metabolomics data (molecular networking)
Denise Selegato
15:00 - 15:15
Break
15:15 - 17:00
Analysis of metabolomics data (pathway mapping, chemical and pathway enrichment analysis)
Michael Zimmermann, Maria Zimmermann
Day 5 - 04 February
09:00 - 09:30
Morning activity
Dayane Araújo
09:30 - 09:40
Break
09:40 - 10:20
Introduction into genome-scale metabolic modelling/FBA
Maria Zimmermann
10:20 - 10:30
Break
10:30 - 11:10
From MAGs to metabolic models and enzymatic functions, modelling community/interactions
Kiran Patil
11:10 - 11:20
Break
11:20 - 12:30
Practical part one: metaGEM from MAGs to predicting metabolic interactions in microbial communities with metabolic modelling
Maria Zimmermann, Eva Geissen, Francisco Zorrilla
12:30 - 13:30
Lunch
13:30 - 14:30
Practical part two: metaGEM from MAGs to predicting metabolic interactions in microbial communities with metabolic modelling
Maria Zimmermann, Eva Geissen, Francisco Zorrilla
14:30 - 15:00
Wrap-up and feedback
Dayane Araújo
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 experience
- 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 23:59, Monday 6 December 2021.
Incomplete applications will not be considered.
Everybody who applied before 6 December 2021 will be informed of the status of their application (successful, waiting list, rejected) by Monday 10 January 2022.
Posters presentation
All participants will be asked to present a poster about their research work as part of the course. These provide an opportunity to share their research with the other participants and provide a forum for discussion. Further details will be provided following registration.
EMBL
EMBL-EBI
EMBL-EBI
EMBL-EBI
EMBL-EBI
EMBL
University of Lausanne
EMBL
EMBL-EBI
EMBL-EBI
EMBL
EMBL
EMBL-EBI
University of Cambridge
Programme
All times are given in GMT
The session times may change between now and when the course takes place
|
Time |
Subject |
Trainer |
|
Day 1 - 31 January |
||
|
09:00 - 09:45 |
Welcome and introductions |
Dayane Araújo |
|
09:45 - 10:15 |
Introduction to metagenomics analyses |
Rob Finn |
|
10:15 - 10:30 |
Break |
|
| 10:30 - 12:00 | Experimental considerations of metagenomics (sequencing technology, library prep, measurements, etc) discussing pros and cons - lecture and Q&A | Vladimir Benes |
|
12:00 - 13:00 |
Lunch break |
|
|
13:00 - 13:30 |
Tools for MAG generation - lecture |
Tatiana Gurbich |
| 13:30 - 14:00 | Tools for metagenomic assembly - lecture | Juan Caballero |
|
14:00 - 15:00 |
Tools for metagenomic assembly and MAG generation - Q&A |
Juan Caballero, Tatiana Gurbich |
|
15:00 - 15:30 |
Break |
|
|
15:30 - 17:00 |
Assembly practical |
Tatiana Gurbich |
|
Day 2 - 01 February |
||
|
09:00 - 09:30 |
Morning activity |
Dayane Araújo |
|
09:30 - 11:00 |
MAG generation practical |
Tanya Gurbich |
|
11:00 - 11:30 |
Break |
|
|
11:30 - 12:30 |
Classification and annotation of viral MAGs - lecture and Q&A |
Sara Kashaf |
|
12:30 - 13:30 |
Lunch break |
|
|
13:30 - 15:30 |
Classification and annotation of viral MAGs - practical |
Sara Kashaf |
|
15:30 - 16:00 |
Break |
|
| 16:00 - 17:00 | Tools for plasmid detection | Alejandra Escobar |
|
Day 3 - 02 February |
||
|
09:00 - 09:30 |
Morning activity |
Dayane Araújo |
|
09:30 - 10:30 |
MGnify MAG catalogues - lecture and Q&A |
Sandy Rogers |
|
10:30 - 11:00 |
Break |
|
|
11:00 - 12:30 |
MGnify MAG catalogues API access practical |
Sandy Rogers |
|
12:30 - 13:30 |
Lunch break |
|
|
13:30 - 14:45 |
Poster presentation group one |
Participants |
| 14:45 - 15:00 | Break | |
|
15:00 - 16:00 |
Networking |
Participants |
|
Day 4 - 03 February |
||
|
09:00 - 09:30 |
Morning activity |
Dayane Araújo |
|
09:30 - 09:45 |
Break |
|
|
09:45 - 10:45 |
Introduction into metabolomics analyses with a focus on microbes |
Michael Zimmermann |
|
10:45 - 11:00 |
Break |
|
|
11:00 - 12:00 |
Poster presentation group two |
Delegates |
|
12:00 - 13:00 |
Lunch break |
|
|
13:00 - 13:45 |
Experimental considerations of metabolomics pipelines (technology platforms, measurements, annotation) discussing pros and cons |
Julijana Ivanisevic |
| 13:45 - 14:00 | Break | |
|
14:00 - 15:00 |
Analysis of metabolomics data (molecular networking) |
Denise Selegato |
| 15:00 - 15:15 | Break | |
| 15:15 - 17:00 | Analysis of metabolomics data (pathway mapping, chemical and pathway enrichment analysis) | Michael Zimmermann, Maria Zimmermann |
|
Day 5 - 04 February |
||
|
09:00 - 09:30 |
Morning activity |
Dayane Araújo |
|
09:30 - 09:40 |
Break |
|
|
09:40 - 10:20 |
Introduction into genome-scale metabolic modelling/FBA |
Maria Zimmermann |
|
10:20 - 10:30 |
Break |
|
|
10:30 - 11:10 |
From MAGs to metabolic models and enzymatic functions, modelling community/interactions |
Kiran Patil |
| 11:10 - 11:20 | Break | |
|
11:20 - 12:30 |
Practical part one: metaGEM from MAGs to predicting metabolic interactions in microbial communities with metabolic modelling |
Maria Zimmermann, Eva Geissen, Francisco Zorrilla |
| 12:30 - 13:30 | Lunch | |
| 13:30 - 14:30 |
Practical part two: metaGEM from MAGs to predicting metabolic interactions in microbial communities with metabolic modelling |
Maria Zimmermann, Eva Geissen, Francisco Zorrilla |
|
14:30 - 15:00 |
Wrap-up and feedback |
Dayane Araújo |
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 experience
- 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 23:59, Monday 6 December 2021.
Incomplete applications will not be considered.
Everybody who applied before 6 December 2021 will be informed of the status of their application (successful, waiting list, rejected) by Monday 10 January 2022.
Posters presentation
All participants will be asked to present a poster about their research work as part of the course. These provide an opportunity to share their research with the other participants and provide a forum for discussion. Further details will be provided following registration.