Course at EMBL-EBI
Proteomics bioinformatics
This course provides hands-on training in the basics of mass spectrometry (MS) and proteomics bioinformatics. You will receive training on how to use search engines and post-processing software, quantitative approaches, MS data repositories, the use of public databases for protein analysis, annotation of subsequent protein lists, and incorporation of information from molecular interaction and pathway databases.
The practical elements of the course will take raw data from a proteomics experiment and analyse it. You will be able to go from MS spectra to identifying and quantifying peptides, and finally to obtaining lists of protein identifiers that can be analysed further using a wide range of resources. The final aim is to provide you with the practical bioinformatics knowledge you need to go back to the lab and process your own data when collected.
This course is organised in association with the Vlaams Instituut voor Biotechnologie (VIB, the Flemish Institute for Biotechnology).
Pre-recorded material may be provided before the course starts that you will need to watch, read, or work through to gain the most out of the actual training event.
Who is this course for?
The course is aimed at research scientists with a minimum of a degree in a scientific discipline, including industrial, laboratory and clinical staff, as well as specialists in related fields. Basic knowledge of mass spectrometry experiments for proteomics would be an advantage.
What will I learn?
Learning outcomes
After completing the course, you will be able to:
- Use and summarise bioinformatics tools to analyse shotgun proteomics data, involving identification and quantification approaches
- Browse, search, submit, retrieve, and re-use proteomics data from widely used public proteomics data repositories
- Evaluate the strengths and weaknesses of several experimental and bioinformatics analysis approaches
- 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
- MS proteomics repositories, including PRIDE and PRIDE-related tools and ProteomeXchange.
- Data re-use of public proteomics datasets.
- Introduction to proteogenomics
- Protein interaction data through IntAct and IMEX resources
Functional analysis of proteins using Cytoscape and Reactome
Programme
All times in the programme are listed in BST. Please note the programme is subject to minor changes.
Time | Topic | Trainer |
Day one – Monday 14 July 2025 |
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10:00 – 10:30 | Arrival and registration |
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10:30 – 11:30 | Introduction and expectations | Piv Gopalasingam, Juan A. Vizcaíno, Lennart Martens |
11:30 – 12:30 | Mass spectrometry search engines | Lennart Martens |
12:30 – 13:30 | Lunch break |
|
13:30 – 14:30 | Practical on sequence databases | Lennart Martens |
14:30 – 15:30 | Practical on identification, part one | Lennart Martens |
15:30 – 16:00 | Coffee break |
|
16:00 – 17:30 | Practical on identification, part two | Lennart Martens |
17:30 – 18:00 | Practical on false discovery rate and protein inference | Lennart Martens |
18:00 – 19:30 | Poster session and dinner |
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19:30 | Check in at Hinxton Hall Conference Centre |
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Day two – Tuesday 15 July 2025 |
| |
08:15 – 08:30 | Arrivals and registration | |
08:30 – 11:00 | ID practicals – continued | Lennart Martens |
11:00 – 11:30 | Coffee break |
|
11:30 – 12:30 | ID practicals – continued | Lennart Martens |
12:30 – 13:30 | Group photo and Lunch break |
|
13:30 –15:15 | Introduction to quantitative proteomics | Kathryn Lilley |
15:15– 16:00 | Quantitative proteomics practical: preprocessing, differential analysis and experimental design part 1 | Lieven Clement, Lisa Breckels and Christophe Vanderaa |
16:00 – 16:30 | Coffee break |
|
16:30 – 19:00 | Quantitative proteomics practical: preprocessing, differential analysis and experimental design part 2 | Lieven Clement, Lisa Breckels and Christophe Vanderaa |
19:30 | Dinner at Hinxton Hall Conference Centre |
|
Day three – Wednesday 16 July 2025 |
| |
08:15 – 08:30 | Arrivals and registration | |
08:30 – 10:30 | Introduction to MaxQuant and Perseus (including practical), part one | Jinqiu Xiao and Helen Hohenthanner |
10:30 – 11:00 | Coffee break |
|
11:00 – 12:30 | Introduction to MaxQuant and Perseus (including practical), part two | Jinqiu Xiao and Helen Hohenthanner |
12:30 – 13:30 | Lunch break |
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13:30 – 14:30 | Introduction to MaxQuant and Perseus (including practical), part three | Jinqiu Xiao and Helen Hohenthanner |
14:30 – 16:00 | DIA-Proteomics | Yasset Perez-Riverol |
16:00 – 16:30 | Coffee break |
|
16:30 – 18:30 | DIA-Proteomics | Yasset Perez-Riverol |
18:30 – 19:00 | Free time | |
19:00 | Dinner at Hinxton Hall Conference Centre |
|
Day four – Thursday 17 July 2025 |
| |
08:15 – 08:30 | Arrivals and registration | |
08:30 – 09:00 | Proteomics data standards | Juan A. Vizcaíno |
09:00 – 10:00 | Proteomics repositories, PRIDE, and ProteomeXchange | Juan A. Vizcaíno |
10:00 – 10:30 | Coffee break |
|
10:30 – 12:00 | Practical on PRIDE/ProteomeXchange | Ananth Prakash, Deepti J Kousik Kundu, Shengbo Wang and Yasset Perez Riverol |
12:00 – 13:00 | Reuse of public proteomics data (including example) | Juan A. Vizcaíno |
13:00 – 14:00 | Lunch break |
|
14:00 – 15:30 | ProteoGenomics | James Wright, Sreejan Bandyopadhyay |
15:30 – 16:00 | Coffee break |
|
16:00 – 17:00 | Scalable Proteomics data analysis | Yasset Perez Riverol |
17:00 – 19:00 | IntAct and IMEX databases | Kalpana Panneerselvam, Juan Jose Medina Reyes, and Eliot Ragueneau |
19:00 – 19:30 | Free time | |
19:30 | Dinner at The Red Lion, Hinxton |
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Day five – Friday 18 July 2025 |
| |
08:15 – 08:30 | Arrivals and registration | |
08:30 –10:30 | Functional analysis I | Kalpana Panneerselvam, Juan Jose Medina Reyes, and Eliot Ragueneau |
10:30 – 11:00 | Coffee break |
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11:00 – 12:30 | Functional analysis II | Kalpana Panneerselvam, Juan Jose Medina Reyes, and Eliot Ragueneau |
12:30 – 13:30 | Lunch break |
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13:30 – 15:15 | Functional analysis III: Reactome | Kalpana Panneerselvam, Juan Jose Medina Reyes, Eliot Ragueneau and Chuqaio Gong |
15:15 – 15:45 | Course wrap-up and feedback | Piv Gopalasingam, Juan A. Vizcaíno, Lennart Martens |
15:45 | End of course | |
16:00 | Coach to Cambridge Train station |
|
Please read our page on application support 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.
- Ensure you add relevant information to the ‘submission details’ section where you are asked to provide information on your:
- pre-requisite skills and knowledge
- current work and course expectations
- data availability
- Upload one 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 BST on Sunday 6 April 2025. Items marked * in the application are mandatory. Incomplete registrations will not be processed.
All applicants will be informed of the status of their application (successful, waiting list, unsuccessful) by Tuesday 22 April 2025. If you have any questions regarding the application process please contact Barbara Etzi.
Registration fees
The registration fee of £900.00 includes:
- Catering as detailed on the course programme
- Accommodation for four nights (14, 15, 16 and 17 July)
- Bespoke course handbook with links to all course materials
- Use of a computer in the EMBL-EBI training suite throughout the course
- Shuttle bus on the final course day to Cambridge train station
| Academia | £900 |
Industry | £1200 |
Accommodation
Hotel rooms will be provided onsite at Hinxton Hall Conference Centre. Please contact them directly if you wish to arrange to stay additional nights around the course dates.
Catering
The course includes catering as detailed on the programme tab. Successful applicants will be asked for any dietary requirements and allergies upon registration.
Course materials
The course materials from the 2024 edition of the course are now live and available for you to use. They provide a mixture of lectures, presentations, and practicals from the course, and will give you a snapshot of what to expect in the 2025 edition.
Posters
All participants are expected to present a poster that will be displayed during the course outside the training room. Successful applicants will be asked to submit their poster upon registration. We will print these for you and have them available when you arrive on site.
All posters should:
• be A2 in size – 420mm x 594 mm
• be in a portrait orientation
• include your photograph and contact information
We expect the posters to act as a talking point between you, other participants and the trainers on the course. The posters will be displayed throughout the week so people can view them during breaks and lunch. They should give the reader an idea of the work you are engaged in, what you are planning to do next, and anything of interest that might be useful for sharing with the gathered participants.
Registration Fee Waivers
A limited number of registration fee waivers are offered for this course.
- Application Process:
- Apply for the fee waiver alongside your course application.
- Provide a brief explanation of why you require the waiver and how attending the course will benefit your career.
- Notification:
- You will be informed of your waiver status at the same time as the outcome of your course application.
- If awarded, the registration fee will be waived entirely.
Travel Grants
A limited number of travel grants of up to £1,000 are available to support participants' travel expenses.
- Covered Expenses:
- Airfare, train, bus, taxi, and visa costs.
- Application Process:
- Apply for the travel grant when submitting your course application.
- You will be informed of the grant decision, including the amount awarded, along with your course application outcome.
- Reimbursement Process:
- Participants must pay upfront for their travel costs.
- A reimbursement form will be provided upon course completion.
- Submit the completed form with receipts within one month of travel completion.
- Grant Adjustment:
- The organisers may adjust the grant amount to accommodate more participants.
Terms and Conditions
- Selection Process: Recipients of financial assistance will be selected by the scientific organisers during the course application review.
- Criteria:
- Selection is based on scientific merit, your current work or study location, the need for financial support, and the career impact of attending the course.
- Priority will be given to applicants from Low- and Middle-Income Countries (LMICs).
- Fair Consideration: Applying for financial assistance will not impact the outcome of your course application.