Virtual course
Proteomics bioinformatics
Hands-on training in the basics of mass spectrometry, proteomics bioinformatics, and related methods and resources
Run jointly with Wellcome Genome Campus Advanced Courses and Scientific Conferences, this popular course provides hands-on training in the basics of mass spectrometry (MS) and proteomics bioinformatics approaches, search engines and post-processing software, quantitative proteomics approaches and related statistical concepts, MS proteomics data repositories and public data re-use, how to employ existing databases for protein analysis, perform the annotation of subsequent protein lists and the incorporation of information from molecular interaction and pathway databases.
Virtual course
Participants will learn via a mix of pre-recorded lectures, live presentations, and trainer Q&A sessions. 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 prior to the start of the course and two weeks before the course, there will be a brief induction session. 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 own 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 research scientists with a minimum of a degree in a biological discipline, including laboratory and clinical staff, as well as specialists in related fields.
The practical elements of the course will take raw data from a proteomics experiment and analyse it. Participants will be able to go from MS spectra to identifying and quantify peptides and finally to obtain lists of protein identifiers that can be analysed further using a wide range of resources. The final aim is to provide attendees with the practical bioinformatics knowledge they need to go back to the lab and process their own data when collected.
What will I learn?
Learning outcomes
After completing the course, participants will be able to:
- Use and understand bioinformatics tools to analyse shotgun proteomics data, involving identification and quantification approaches
- Evaluate the strengths and weaknesses of several experimental and bioinformatics analysis approaches
- Browse, search, submit, retrieve and re-use proteomics data from widely used public proteomics data repositories
- Use tools to perform functional annotation of lists of proteins
Course content
The programme will include lecture and practical, computational sessions covering the following topics:
- Mass Spectrometry Basics
- Proteomics Bioinformatics Basics
- Quantitative proteomics
- Introduction to Data Independent Acquisition approaches
- Standardisation of proteomics data
- MS proteomics repositories, including PRIDE and PRIDE-related tools and ProteomeXchange
- Introduction to Proteogenomics
- Protein interaction data through IntAct and IMEX resources
- Functional analysis of proteins using Cytoscape and Reactome
Trainers
Juan Antonio Vizcaino
EMBL-EBI Lennart Martens
Ghent University Christoph Wichmann
Max Planck Institute of Biochemistry Peli Kyriakidou
Max Planck Institute of Biochemistry Thawfeek Varusai
EMBL-EBI Lieven Clement
Ghent University Harald Barsnes
University of Bergen Yasset Perez-Riverol
EMBL-EBI Birgit Meldal
EMBL-EBI Kalpana Panneerselvam
EMBL-EBI Kathryn Lilley
Cambridge University David García Seisdedos
EMBL-EBI Deepti Kundu
EMBL-EBI Oliver Crook
Oxford University
Programme
Programme
Day 1 - Monday 12 July
09:00 - 10:15
Welcome and overview of the course
Dayane Araújo
10:15 - 11:00
Flash talks part 1
Delegates
11:00 - 11:30
Break
11:30 - 12:30
Q&A session & Discussion LC&MS Tecnologies, Protein Identification
Lennart Martens / Harald Barsnes
12:30 - 13:30
Lunch Break (flexible time)
13:30 - 16:00
Practical on Peptide and Protein identification
Lennart Martens / Harald Barsnes
16:00 - 16:30
Break
16:30 - 17:15
Virtual socialising
Day 2 - Tuesday 13 July
9:00 - 09:15
Recap and planning for Day 2
09:15 - 11:00
Practical on Peptide and Protein identification
Lennart Martens / Harald Barsnes
11:00 - 11:30
Break
11:30 - 12:30
Q&A session & Discussion about Protein Identification practicals
Lennart Martens / Harald Barsnes
12:30 - 13:30
Lunch Break
13:30 - 14:15
Q&A session on Protein Quantification Approaches
Kathryn Lilley / Oliver Crook
14:15 - 16:15
Practical on Experimental Design
Kathryn Lilley / Oliver Crook
16:15 - 17:15
Flash talks part 2
Day 3 - Wednesday 14 July
09:00 - 09:15
Recap and planning for Day 3
09:15 - 10:45
Practical: Introduction to MaxQuant session 1
Christoph Wichmann / Peli Kyriakidou
10:45 - 11:15
Break
11:15 - 12:30
Practical: Introduction to MaxQuant session 2
Christoph Wichmann / Peli Kyriakidou
12:30 - 13:30
Lunch Break
13:30 - 15:00
Practical: Introduction to MaxQuant/Perseus session 3
Christoph Wichmann / Peli Kyriakidou
15:00 - 15:30
Break
15:30 - 16:30
Q&A for software for quantitative proteomics
Yasset Perez-Riverol / Christoph Wichmann / Peli Kyriakidou
16:30 - 17:15
Flash talks part 3
Day 4 - Thursday 15 July
09:00 - 09:15
Recap and planning for Day 4
09:15 - 10:00
Q&A session & Discussion on Downstream analysis for quantitative proteomics
Lieven Clement
10:00 - 11:15
Practical: Downstream analysis for quantitative proteomics
Lieven Clement
11:15 - 11:45
Break
11:45 - 13:00
Practical on PRIDE/ProteomeXchange
David Garcia-Seisdedos / Deepti J. Kundu
13:00 - 14:00
Lunch Break
14:00 - 15:00
Q&A session and Discussion on PRIDE/ProteomeXchange and Data re-use
Juan A. Vizcaino
15:00 - 15:30
Break
15:30 - 16:30
Introduction to IntAct, IMEx and PSICQUIC (Q&A and Practical)
Birgit Meldal / Kalpana Panneerselvam
16:30 - 17:15
Virtual Social Program/socialising
Day 5 - Friday 16 July
09:00 - 09:15
Recap and planning for Day 5
09:15 - 10:45
Introduction to Network Analysis using the IntAct Cytoscape App (Q&A and Practical)
Kalpana Panneerselvam / Birgit Meldal / Eliot Ragueneau
10:45 - 11:15
Break
11:15 - 12:30
Introduction to Network Analysis using the IntAct Cytoscape App (Practical)
Kalpana Panneerselvam / Birgit Meldal / Eliot Ragueneau
12:30 - 13:30
Lunch Break
13:30 - 15:00
Practical Functional analysis: Reactome
Thawfeek Varusai
15:00 - 15:30
Final discussion and Q&A session
Course organisers
15:30 - 16:15
Course Survey and final recap
Dayane Araujo
Please note minor changes to the programme may occur.
Registration is handled through the Wellcome Trust Advanced Courses website.
EMBL-EBI
Ghent University
Max Planck Institute of Biochemistry
Max Planck Institute of Biochemistry
EMBL-EBI
Ghent University
University of Bergen
EMBL-EBI
EMBL-EBI
EMBL-EBI
Cambridge University
EMBL-EBI
EMBL-EBI
Oxford University
Programme
Programme
Day 1 - Monday 12 July | ||
09:00 - 10:15 | Welcome and overview of the course | Dayane Araújo |
10:15 - 11:00 | Flash talks part 1 | Delegates |
11:00 - 11:30 | Break | |
11:30 - 12:30 | Q&A session & Discussion LC&MS Tecnologies, Protein Identification | Lennart Martens / Harald Barsnes |
12:30 - 13:30 | Lunch Break (flexible time) | |
13:30 - 16:00 | Practical on Peptide and Protein identification | Lennart Martens / Harald Barsnes |
16:00 - 16:30 | Break | |
16:30 - 17:15 | Virtual socialising | |
Day 2 - Tuesday 13 July | ||
9:00 - 09:15 | Recap and planning for Day 2 | |
09:15 - 11:00 | Practical on Peptide and Protein identification | Lennart Martens / Harald Barsnes |
11:00 - 11:30 | Break | |
11:30 - 12:30 | Q&A session & Discussion about Protein Identification practicals | Lennart Martens / Harald Barsnes |
12:30 - 13:30 | Lunch Break | |
13:30 - 14:15 | Q&A session on Protein Quantification Approaches | Kathryn Lilley / Oliver Crook |
14:15 - 16:15 | Practical on Experimental Design | Kathryn Lilley / Oliver Crook |
16:15 - 17:15 | Flash talks part 2 | |
Day 3 - Wednesday 14 July | ||
09:00 - 09:15 | Recap and planning for Day 3 | |
09:15 - 10:45 | Practical: Introduction to MaxQuant session 1 | Christoph Wichmann / Peli Kyriakidou |
10:45 - 11:15 | Break | |
11:15 - 12:30 | Practical: Introduction to MaxQuant session 2 | Christoph Wichmann / Peli Kyriakidou |
12:30 - 13:30 | Lunch Break | |
13:30 - 15:00 | Practical: Introduction to MaxQuant/Perseus session 3 | Christoph Wichmann / Peli Kyriakidou |
15:00 - 15:30 | Break | |
15:30 - 16:30 | Q&A for software for quantitative proteomics | Yasset Perez-Riverol / Christoph Wichmann / Peli Kyriakidou |
16:30 - 17:15 | Flash talks part 3 | |
Day 4 - Thursday 15 July | ||
09:00 - 09:15 | Recap and planning for Day 4 | |
09:15 - 10:00 | Q&A session & Discussion on Downstream analysis for quantitative proteomics | Lieven Clement |
10:00 - 11:15 | Practical: Downstream analysis for quantitative proteomics | Lieven Clement |
11:15 - 11:45 | Break | |
11:45 - 13:00 | Practical on PRIDE/ProteomeXchange | David Garcia-Seisdedos / Deepti J. Kundu |
13:00 - 14:00 | Lunch Break | |
14:00 - 15:00 | Q&A session and Discussion on PRIDE/ProteomeXchange and Data re-use | Juan A. Vizcaino |
15:00 - 15:30 | Break | |
15:30 - 16:30 | Introduction to IntAct, IMEx and PSICQUIC (Q&A and Practical) | Birgit Meldal / Kalpana Panneerselvam |
16:30 - 17:15 | Virtual Social Program/socialising | |
Day 5 - Friday 16 July | ||
09:00 - 09:15 | Recap and planning for Day 5 | |
09:15 - 10:45 | Introduction to Network Analysis using the IntAct Cytoscape App (Q&A and Practical) | Kalpana Panneerselvam / Birgit Meldal / Eliot Ragueneau |
10:45 - 11:15 | Break | |
11:15 - 12:30 | Introduction to Network Analysis using the IntAct Cytoscape App (Practical) | Kalpana Panneerselvam / Birgit Meldal / Eliot Ragueneau |
12:30 - 13:30 | Lunch Break | |
13:30 - 15:00 | Practical Functional analysis: Reactome | Thawfeek Varusai |
15:00 - 15:30 | Final discussion and Q&A session | Course organisers |
15:30 - 16:15 | Course Survey and final recap | Dayane Araujo |
Please note minor changes to the programme may occur.
Registration is handled through the Wellcome Trust Advanced Courses website.