Virtual course
Structural bioinformatics
Structural biology, determining the three-dimensional shapes of biomacromolecules and their complexes, can tell us a lot about how these molecules function and the roles they play within a cell. Data derived from structure determination experiments enables life-science researchers to address a wide variety of questions. 2021 marks 50 years of the Protein Data Bank (PDB), the single worldwide archive of experimental biomacromolecular structures, highlighting the depth of knowledge available for understanding molecular structure and function.
This course explores bioinformatics data resources and tools for the investigation, analysis, and interpretation of biomacromolecular structures. It will focus on how best to analyse and interpret available structural data to gain useful information given specific research contexts. The course content will also cover predicting protein structure and function, and exploring interactions with other macromolecules as well as with low-MW compounds. There will also be a short session covering the new AI-predicted protein structures database, AlphaFold DB.
This course will be a virtual event delivered via a mixture of live-streamed sessions, pre-recorded lectures, and tutorials with live support. We will be using Zoom to run the live stream sessions (all fully password protected with automated English closed captioning and transcription) with support and networking opportunities provided by Slack. In order to make the most out of the course, you should make sure to have a stable internet connection throughout the week. There will also be networking and short social activities throughout the course and efforts will be made to make these accessible at different time zones across the week.
Selected participants will be sent materials prior to the course. These might include pre-recorded talks and required reading or online training that will be essential to fully understand the course.
Who is this course for?
This course is aimed at scientists generating structural data or scientists utilising structural data in their analysis and/or interpretation. No previous experience in the field of structural bioinformatics is required, however a basic knowledge of protein structure would be of benefit.
What will I learn?
Learning outcomes
After this course you should be able to:
- Access and browse a range of structural data repositories
- Determine whether appropriate structural information exists about a given small molecule, macromolecule or complex, applying available structure-quality information
- Build a structural model for a protein which has a structurally characterised relative and evaluate its quality
- Predict the function of a protein-based on sequence and structure data, and navigate & assess AI-predicted protein structures.
- Explore protein-complex modeling approaches
Course content
During this course you will learn about:
- Public repositories of structural data: Protein Data Bank (PDB) and Electron Microscopy Data Bank (EMDB), and tools to search and analyse information in these repositories from PDBe (Protein Data Bank in Europe) including PDBe-KB
- UniProt and basic Sequence alignment tools
- Protein structure analysis and classification: HMMER, InterPro, Pfam, CATH, PDBeFold, PDBePISA
- Protein structure prediction and docking: PHYRE2 and HADDOCK
- Structure validation and assessment tools and strategies
- Tools and resources for drug discovery: ChEMBL
- AI-predicted protein structures Database AlphaFoldDB
Trainers
David Armstrong
EMBL-EBI, UK Fabio Madeira
EMBL-EBI, UK Typhaine Paysan-Lafosse
EMBL-EBI, UK Michael Sternberg
Imperial College London, UK Anna Gaulton
EMBL-EBI, UK Osman Salih
EMBL-EBI, UK Alexandre Bonvin
Utrecht University, Netherlands Gerard Kleywegt
EMBL-EBI, UK Janet Thornton
EMBL-EBI, UK Jack Turner
EMBL-EBI, UK Ian Sillitoe
University College London, UK Isabel Romero Calvo
EMBL Heidelberg, Germany Sara Chuguransky
EMBL-EBI, UK Preeti Choudhary
EMBL-EBI, UK Sreenath Nair
EMBL-EBI, UK Mandar Deshpande
EMBL-EBI, UK Mihaly Varadi
EMBL-EBI, UK James Tolchard
EMBL-EBI, UK Nancy Ontiveros
EMBL-EBI, UK
Programme
The programme below is subject to minor changes.
Time
Subject
Trainer
Day 1 – Monday 11th October 2021 - Introductory talks
12:00 - 12:45
Welcome presentation and icebreakers
Course organisers
12:45 - 13:45
Meet the delegates and EMBL-EBI resources
All
13:45 - 14:00
Introduction to scientific networking
All
14:00 - 14:30
Break
14:30 - 15:30
Introduction to structural biology data
Gerard Kleywegt
15:30 - 16:30
Poster session 1-15
All
16:30 - 17:30
Sequences: Alignments and Annotation homework
UniProt/Sequences
17:30
End of the day
Day 2 – Tuesday 12th October 2021- Sequences, folds and families
09:00 - 09:30
Sequences: Alignments and Annotation Live Q&A
Rossana Zaru and Fabio Madeira
09:30 - 11:00
Sequence classification: Pfam and InterPro
Typhaine Paysan-Lafosse / Sara Chuguransky
11:00 - 11:30
Break
11:30 - 13:00
Sequence classification: Pfam and InterPro practical and Q&A
Typhaine Paysan-Lafosse
13:00 - 13:15
RNA Structure families using Rfam
Nancy Ontiveros
13:15 - 14:00
Break
14:00 - 15:30
CATH DB - Protein folds and structural family resources
Ian Sillitoe / Christine Orengo
15:30 - 16:30
Keynote lecture and Q&A
Janet Thornton
16:30 - 17:30
Poster session 16-30
All
17:30
End of the day
Day 3 – Wednesday 13th October 2021 - Working with existing structure data
09:00 - 10:00
PDBe: Finding and visualising structural data
PDBe Team
10:00 - 11:00
Validating and assessing structures
PDBe team
11:00 - 11:30
Break
11:30 - 13:00
PDBe tools - in-depth analysis of protein structure
David Armstrong / PDBe team
13:00 - 14:00
Break
14:00 - 16:00
EMDB and EMPIAR
Osman Salih and Jack Turner
16:00 - 16:30
EMDB and EMPIAR cont'd (Practical)
Osman Salih and Jack Turner
16:30 - 17:00
Molecular visualisation for Structural biology
Isabel Romero Calvo
17:00 - 18:00
Wonder room open for networking
All
18:00
End of the day
Day 4 – Thursday 14th October 2021 - Structure prediction and docking
09:00 - 11:00
Protein structure prediction - Phyre2
Michael Sternberg
11:00 - 11:30
Break
11:30 - 13:00
Exploring protein docking with HADDOCK
Bonvin group
13:00 - 14:00
Break
14:00 - 15:45
Exploring protein docking with HADDOCK
Bonvin group
15:45 - 16:00
Break
16:00 - 16:30
Scientific networking with trainers
All
16:30 - 17:15
Exploring protein docking with HADDOCK
Bonvin group
17:15
End of the day
Day 5 – Friday 15th October 2021 - Aggregated and small molecule data
09:00 - 10:00
PDBe-KB: Aggregated views of protein structure data
Mihaly Varadi, Preeti Choudhary & Sreenath Nair
10:00 - 11:00
High-accuracy protein models in the AlphaFold Protein Structure Database
Mihaly Varadi & Mandar Deshpande
11:00 - 11:30
Break & Group Photo
11:30 - 13:00
Ligand structural biology with ChEMBL
Anna Gaulton /ChEMBL team
13:00 - 13:30
Course wrap-up and feedback
Course organizers
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 09 July 2021.
Incomplete applications will not be considered.
All applicants will be informed of the status of their application (successful, waiting list, rejected) by Friday 23 July 2021. If you have any questions regarding the application process please contact Meredith Willmott (meredith@ebi.ac.uk).
EMBL-EBI, UK
EMBL-EBI, UK
EMBL-EBI, UK
Imperial College London, UK
EMBL-EBI, UK
EMBL-EBI, UK
Utrecht University, Netherlands
EMBL-EBI, UK
EMBL-EBI, UK
EMBL-EBI, UK
University College London, UK
EMBL Heidelberg, Germany
EMBL-EBI, UK
EMBL-EBI, UK
EMBL-EBI, UK
EMBL-EBI, UK
EMBL-EBI, UK
EMBL-EBI, UK
EMBL-EBI, UK
Programme
The programme below is subject to minor changes.
Time |
Subject |
Trainer |
Day 1 – Monday 11th October 2021 - Introductory talks |
||
12:00 - 12:45 |
Welcome presentation and icebreakers |
Course organisers |
12:45 - 13:45 |
Meet the delegates and EMBL-EBI resources |
All |
13:45 - 14:00 |
Introduction to scientific networking |
All |
14:00 - 14:30 |
Break |
|
14:30 - 15:30 |
Introduction to structural biology data |
Gerard Kleywegt |
15:30 - 16:30 |
Poster session 1-15 |
All |
16:30 - 17:30 |
Sequences: Alignments and Annotation homework |
UniProt/Sequences |
17:30 |
End of the day |
|
Day 2 – Tuesday 12th October 2021- Sequences, folds and families |
||
09:00 - 09:30 |
Sequences: Alignments and Annotation Live Q&A |
Rossana Zaru and Fabio Madeira |
09:30 - 11:00 |
Sequence classification: Pfam and InterPro |
Typhaine Paysan-Lafosse / Sara Chuguransky |
11:00 - 11:30 |
Break |
|
11:30 - 13:00 |
Sequence classification: Pfam and InterPro practical and Q&A |
Typhaine Paysan-Lafosse |
13:00 - 13:15 | RNA Structure families using Rfam | Nancy Ontiveros |
13:15 - 14:00 |
Break |
|
14:00 - 15:30 |
CATH DB - Protein folds and structural family resources |
Ian Sillitoe / Christine Orengo |
15:30 - 16:30 |
Keynote lecture and Q&A | Janet Thornton |
16:30 - 17:30 |
Poster session 16-30 |
All |
17:30 |
End of the day |
|
Day 3 – Wednesday 13th October 2021 - Working with existing structure data |
||
09:00 - 10:00 |
PDBe: Finding and visualising structural data |
PDBe Team |
10:00 - 11:00 |
Validating and assessing structures |
PDBe team |
11:00 - 11:30 |
Break |
|
11:30 - 13:00 |
PDBe tools - in-depth analysis of protein structure |
David Armstrong / PDBe team |
13:00 - 14:00 |
Break |
|
14:00 - 16:00 |
EMDB and EMPIAR |
Osman Salih and Jack Turner |
16:00 - 16:30 |
EMDB and EMPIAR cont'd (Practical) |
Osman Salih and Jack Turner |
16:30 - 17:00 |
Molecular visualisation for Structural biology |
Isabel Romero Calvo |
17:00 - 18:00 |
Wonder room open for networking |
All |
18:00 |
End of the day |
|
Day 4 – Thursday 14th October 2021 - Structure prediction and docking |
||
09:00 - 11:00 |
Protein structure prediction - Phyre2 |
Michael Sternberg |
11:00 - 11:30 |
Break |
|
11:30 - 13:00 |
Exploring protein docking with HADDOCK |
Bonvin group |
13:00 - 14:00 |
Break |
|
14:00 - 15:45 |
Exploring protein docking with HADDOCK |
Bonvin group |
15:45 - 16:00 |
Break |
|
16:00 - 16:30 |
Scientific networking with trainers |
All |
16:30 - 17:15 |
Exploring protein docking with HADDOCK |
Bonvin group |
17:15 |
End of the day |
|
Day 5 – Friday 15th October 2021 - Aggregated and small molecule data |
||
09:00 - 10:00 |
PDBe-KB: Aggregated views of protein structure data |
Mihaly Varadi, Preeti Choudhary & Sreenath Nair |
10:00 - 11:00 | High-accuracy protein models in the AlphaFold Protein Structure Database | Mihaly Varadi & Mandar Deshpande |
11:00 - 11:30 |
Break & Group Photo |
|
11:30 - 13:00 |
Ligand structural biology with ChEMBL |
Anna Gaulton /ChEMBL team |
13:00 - 13:30 |
Course wrap-up and feedback |
Course organizers |
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 09 July 2021.
Incomplete applications will not be considered.
All applicants will be informed of the status of their application (successful, waiting list, rejected) by Friday 23 July 2021. If you have any questions regarding the application process please contact Meredith Willmott (meredith@ebi.ac.uk).