Virtual course
Bioinformatics for Immunologists
Run jointly with Wellcome Connecting Science, this course will provide participants with an introduction to a range of bioinformatics resources and approaches applicable to immunological research. The resources introduced during the course will cover a variety of data types, from genomic and proteomic data to computational models, biological pathways, and reaction information. Participants will gain experience of the analysis pipelines for NGS experiments relevant to immunology and will be led through an exploration of this data to identify information of interest. Additionally, participants will be introduced to how data from several sources can be integrated to provide a wider view of their research, thereby enabling them to be more confident users of their own data and that from public sources.
Virtual course
Participants will learn via a mix of pre-recorded lectures, live presentations, trainer Q&A sessions and hands-on training. Practical experience will be developed through group activities and trainer-led computational exercises. Live sessions will be delivered using Zoom with additional support and communication via Slack.
Pre-recorded material will be made available to registered participants before the start of the course. 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 BST each day of the course. Trainers will be available to assist, answer questions, and further explain the analysis during these times.
Who is this course for?
The course is aimed at individuals working in immunology research who have minimal experience in bioinformatics. Applicants are expected to be at an early stage of using bioinformatics in their research with the need to develop their skills and knowledge further. Participants will need a basic knowledge of the Unix command line, and the R statistical package. We recommend these free tutorials:
- Introduction to the Unix environment – http://www.ee.surrey.ac.uk/Teaching/Unix/
- Basic R concepts – http://www.r-tutor.com/r-introduction
What will I learn?
Learning outcomes
After this course participants should be able to:
- Locate and search publicly available bioinformatics data of interest
- Use software and tools to manipulate and analyse immunological data
- Apply appropriate bioinformatics methodologies to their research
- Combine different types of data to gain further immunological insights
Course content
The course will explore several bioinformatics resources relevant to immunology including:
- Computation approaches for flow cytometry
- Bulk and Single-cell RNA sequencing and databases of regulatory information
- Tools to extract mechanism relevant for immunology from ‘Omics’ data
- Approaches to analysing adaptive immune receptor repertoire
- Immunology databases
- EMBL-EBI data resources: IntAct, Reactome, BioModels
Trainers
Anna Lorenc
Wellcome Sanger Institute Marta Perez-Alcantara
Wellcome Sanger Institute Julio Saez-Rodriguez
Heidelberg University Aurelien Dugourd
Heidelberg University Johannes Griss
EMBL-EBI Jonathan Michael Irish
Vanderbilt University Sierra Barone
Vanderbilt University Birgit Meldal
EMBL-EBI Kalpana Panneerselvam
EMBL-EBI Rahuman Sheriff
EMBL-EBI Thawfeek Varusai
EMBL-EBI Aleena Mushtaq
EMBL-EBI Christopher Hall
Babraham Institute Livia Perfetto
Fondazione Human Technopole Eliot Ragueneau
EMBL-EBI Elena Lukianova
Sanger Institute, UK Luca Stefanucci
Sanger Institute, UK
Programme
Day 1 – Monday 27th September
09:30 - 9:45
Break
09:45 - 10:30
Welcome & introductions
Dayane Araujo
10:30 - 11:00
Introductions and networking
Dayane Araujo
11:00 - 12:00
R for immunology bioinformatics
Anna Lorenc
12:00 - 13:00
Lunch Break
13:00 - 14:00
R for immunology bioinformatics
Anna Lorenc
14:00 - 15:00
Bulk RNA-seq lecture (pre-recorded)
Marta Perez-Alcantara
15:00 - 15:30
Break
15:00 - 17:00
Practical on Bulk RNA-seq
Marta Perez-Alcantara
17:00 - 17:30
Lightning talk - group A
Delegates
Day 2 – Tuesday 28th September
08:00 - 09:00
Single-cell RNA seq lecture (pre-recorded)
Marta Perez-Alcantara
09:00 - 09:30
Socialising/networking
Dayane Araujo
09:30 - 10:00
Break
10:00 - 12:00
Practical on Single-cell RNA seq
Marta Perez-Alcantara
12:00 - 13:00
Lunch Break
13:00 - 14:00
Practical on Single-cell RNA seq
Marta Perez-Alcantara
14:00 – 15:00
Integrating multiomics and biological knowledge to understand intra- and inter-cellular immune interactions (pre-recorded) and Q&A session
Julio Saez-Rodriguez
15:00 - 15:30
Break
15:30 – 17:00
Practical - Integrating multiomics and biological knowledge to understand intra- and inter-cellular immune interactions
Aurelien Dugourd
17:00 - 17:30
Lightning talks - group B
Delegates
Day 3 – Wednesday 29th September
08:00 - 09:00
Pre-recorded on Fundamentals of flow cytometry data analysis
Christopher Hall
09:00 - 09:30
Lightning talks
Delegates
09:30 - 10:00
Break
10:00 - 12:00
Practical - Fundamentals of flow cytometry analysis
Christopher Hall
12:00 - 13:00
Lunch Break
13:00 - 14:00
Pre-recorded lecture - Data visualization and cell identification in cytometry data
Jonathan Irish/Sierra Barone
14:00 - 14:30
Q&A session with Jonathan Irish/Sierra Barone
Jonathan Irish/Sierra Barone
14:30 - 16:00
Practical - Data visualization and cell identification in cytometry data
Jonathan Irish/Sierra Barone
16:00 - 16:30
Break
16:30 - 17:30
Practical - Data visualization and cell identification in cytometry data
Jonathan Irish/Sierra Barone
Day 4 – Thursday 30th September
09:30 - 10:45
Live Keynote and Q&A: Multi-omics pathway analyses for immunologic research
Johannes Griss
10:45 - 11:00
Break
11:00 - 12:00
B/T cell receptor analysis (pre-recorded)
Anna Lorenc
12:00 - 13:00
Lunch Break
13:00 - 14:30
B/T cell receptor analysis Practical
Anna Lorenc
14:30 - 15:45
Ensembl regulation
Aleena Mushtaq
15:45 - 16:15
Break
16:15 - 17:30
Protein interactions
Kalpana Panneerselvam
Day 5 – Friday 1st October
09:00 - 10:15
Identifier mapping
Livia Perfetto
10:15 - 10:30
Break
10:30 - 12:00
Tools for pathway analysis
Thawfeek Varusai
12:00 - 13:00
Lunch Break
13:00 - 14:30
Locating models for biological processes
Rahuman Sheriff
14:30 - 15:30
Talk to the trainers
All trainers
15:30 - 15:40
Wrap up and survey
Dayane Araujo
Applications for this course will be handled through Wellcome Connecting Science website or by clicking on the "Apply now" button.
Applications must be supported by a recommendation from a scientific or clinical sponsor (e.g. supervisor, line manager or head of department). A request for a supporting statement will be sent to your nominated sponsor automatically during the application process. Applications without a supporting statement cannot be considered.
Participant flash talks
All participants will be asked to give a short presentation 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.
Wellcome Sanger Institute
Wellcome Sanger Institute
Heidelberg University
Heidelberg University
EMBL-EBI
Vanderbilt University
Vanderbilt University
EMBL-EBI
EMBL-EBI
EMBL-EBI
EMBL-EBI
EMBL-EBI
Babraham Institute
Fondazione Human Technopole
EMBL-EBI
Sanger Institute, UK
Sanger Institute, UK
Programme
Day 1 – Monday 27th September |
||
09:30 - 9:45 |
Break |
|
09:45 - 10:30 |
Welcome & introductions |
Dayane Araujo |
10:30 - 11:00 |
Introductions and networking |
Dayane Araujo |
11:00 - 12:00 |
R for immunology bioinformatics |
Anna Lorenc |
12:00 - 13:00 |
Lunch Break |
|
13:00 - 14:00 |
R for immunology bioinformatics |
Anna Lorenc |
14:00 - 15:00 |
Bulk RNA-seq lecture (pre-recorded) |
Marta Perez-Alcantara |
15:00 - 15:30 |
Break |
|
15:00 - 17:00 |
Practical on Bulk RNA-seq |
Marta Perez-Alcantara |
17:00 - 17:30 |
Lightning talk - group A |
Delegates |
Day 2 – Tuesday 28th September |
||
08:00 - 09:00 |
Single-cell RNA seq lecture (pre-recorded) |
Marta Perez-Alcantara |
09:00 - 09:30 |
Socialising/networking |
Dayane Araujo |
09:30 - 10:00 |
Break |
|
10:00 - 12:00 |
Practical on Single-cell RNA seq |
Marta Perez-Alcantara |
12:00 - 13:00 |
Lunch Break |
|
13:00 - 14:00 |
Practical on Single-cell RNA seq |
Marta Perez-Alcantara |
14:00 – 15:00 |
Integrating multiomics and biological knowledge to understand intra- and inter-cellular immune interactions (pre-recorded) and Q&A session |
Julio Saez-Rodriguez |
15:00 - 15:30 |
Break |
|
15:30 – 17:00 |
Practical - Integrating multiomics and biological knowledge to understand intra- and inter-cellular immune interactions |
Aurelien Dugourd |
17:00 - 17:30 |
Lightning talks - group B |
Delegates |
Day 3 – Wednesday 29th September |
||
08:00 - 09:00 |
Pre-recorded on Fundamentals of flow cytometry data analysis |
Christopher Hall |
09:00 - 09:30 |
Lightning talks |
Delegates |
09:30 - 10:00 |
Break |
|
10:00 - 12:00 |
Practical - Fundamentals of flow cytometry analysis |
Christopher Hall |
12:00 - 13:00 |
Lunch Break |
|
13:00 - 14:00 |
Pre-recorded lecture - Data visualization and cell identification in cytometry data |
Jonathan Irish/Sierra Barone |
14:00 - 14:30 |
Q&A session with Jonathan Irish/Sierra Barone |
Jonathan Irish/Sierra Barone |
14:30 - 16:00 |
Practical - Data visualization and cell identification in cytometry data |
Jonathan Irish/Sierra Barone |
16:00 - 16:30 |
Break |
|
16:30 - 17:30 |
Practical - Data visualization and cell identification in cytometry data |
Jonathan Irish/Sierra Barone |
Day 4 – Thursday 30th September |
||
09:30 - 10:45 |
Live Keynote and Q&A: Multi-omics pathway analyses for immunologic research |
Johannes Griss |
10:45 - 11:00 |
Break |
|
11:00 - 12:00 |
B/T cell receptor analysis (pre-recorded) |
Anna Lorenc |
12:00 - 13:00 |
Lunch Break |
|
13:00 - 14:30 |
B/T cell receptor analysis Practical |
Anna Lorenc |
14:30 - 15:45 |
Ensembl regulation |
Aleena Mushtaq |
15:45 - 16:15 |
Break |
|
16:15 - 17:30 |
Protein interactions |
Kalpana Panneerselvam |
Day 5 – Friday 1st October |
||
09:00 - 10:15 |
Identifier mapping |
Livia Perfetto |
10:15 - 10:30 |
Break |
|
10:30 - 12:00 |
Tools for pathway analysis |
Thawfeek Varusai |
12:00 - 13:00 |
Lunch Break |
|
13:00 - 14:30 |
Locating models for biological processes |
Rahuman Sheriff |
14:30 - 15:30 |
Talk to the trainers |
All trainers |
15:30 - 15:40 |
Wrap up and survey |
Dayane Araujo |
Applications for this course will be handled through Wellcome Connecting Science website or by clicking on the "Apply now" button.
Applications must be supported by a recommendation from a scientific or clinical sponsor (e.g. supervisor, line manager or head of department). A request for a supporting statement will be sent to your nominated sponsor automatically during the application process. Applications without a supporting statement cannot be considered.
Participant flash talks
All participants will be asked to give a short presentation 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.