Course at EMBL-EBI
Proteomics bioinformatics
This course provides hands-on training in the basics of mass spectrometry (MS) and proteomics bioinformatics, 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.
This course is organised in association with the Vlaams Instituut voor Biotechnologie (VIB).
In-person course
We plan to deliver this course in an in-person manner onsite at our training suite at EMBL-EBI, Hinxton. Please be aware that we are continually evaluating the ongoing pandemic situation and, as such, may need to change the format of courses at short notice. Your safety is paramount to us; you can read our COVID guidance policy for more information. All information is correct at time of publishing.
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 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 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
- 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
- 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
EMBL-EBI
The Institute of Cancer Research, UK
Ghent University and VIB, Belgium
EMBL-EBI
Max Planck Institute of Biochemistry, Germany
University of Cambridge
Ghent University and VIB, Belgium
EMBL-EBI
EMBL-EBI
EMBL-EBI
EMBL-EBI
EMBL-EBI
Max Planck Institute of Biochemistry, Germany
Programme
Note: Please note that the programme is still subject to minor changes.
All times are given in BST.
Time (BST) | Topic | Trainer |
Monday 18 July 2022 | ||
10:00 - 10:30 | Registration | |
10:30 - 11:30 | Introduction and expectations | Daniel Thomas López |
11:30 - 12:30 | Mass spectrometry search engines | Lennart Martens |
12:30 - 13:30 | Lunch | |
13:30 - 14:30 | Practical on sequence databases | Lennart Martens and Tine Clays |
14:30 - 15:30 | Practical on identification, part one | Lennart Martens and Tine Clays |
15:30 - 16:00 | Coffee break | |
16:00 - 17:30 | Practical on identification, part two | Lennart Martens and Tine Clays |
17:30 - 18:00 | Practical on false discovery rate and protein inference | Lennart Martens and Tine Clays |
18:00 - 19:45 | Poster session (including drinks) | |
20:00 | Dinner | |
Tuesday 19 July 2022 | ||
08:30 - 11:00 | ID practicals - continued | Lennart Martens and Tine Clays |
11:00 - 11:30 | Coffee break | |
11:30 -12:30 | ID practicals - continued | Lennart Martens and Tine Clays |
12:30 - 13:30 | Lunch | |
13:30 - 14:30 | Keynote: Title TBC | Pedro Beltrao |
14:45 - 16:00 | Introduction to quantitative proteomics | Kathryn Lilley |
16:00 - 16:30 | Coffee break | |
16:30 - 18:30 | Quantitative proteomics practical session on experimental design | Kathryn Lilley |
19:00 | Dinner | |
Wednesday 20 July 2022 | ||
08:30 - 09:30 | Overview of tools for quantitative proteomics (pre-recorded) | Yasset Perez-Riverol |
09:30 - 10:30 | Introduction to MaxQuant (including practical), part one | Sule Yilmaz-Rumpf and Peli Kyriakidou |
10:30 - 11:00 | Coffee break | |
11:00 - 12:30 | Introduction to MaxQuant (including practical), part two | Sule Yilmaz-Rumpf and Peli Kyriakidou |
12:30 - 13:30 | Lunch | |
13:30 - 15:30 | Introduction to MaxQuant (including practical), part three | Sule Yilmaz-Rumpf and Peli Kyriakidou |
15:30 - 16:00 | Coffee break | |
16:00 - 18:30 |
IntAct, PSIMEX and PSICQUIC | Kalpana Panneerselvam and Eliot Ragueneau |
19:00 | Dinner | |
Thursday 21 July 2022 | ||
08:30 - 10:30 | Functional analysis I | Kalpana Panneerselvam |
10:30 - 11:00 | Coffee break | |
11:00 - 12:30 | Functional analysis II | Kalpana Panneerselvam |
13:00 - 14:00 | Lunch | |
14:00 - 15:30 | ProteoGenomics | Jyoti Choudhary |
15:30 - 16:00 | Coffee Break | |
16:00 - 19:00 | Basics of peptide/protein quantification | Lieven Clement |
19:30 | Dinner | |
Friday 22 July 2022 | ||
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 | Deepti J. Kundu, Ananth Prakash and Shengbo Wang |
12:00 - 13:00 | Reuse of public proteomics data (including example) | Juan A. Vizcaíno |
13:00 - 14:00 | Lunch | |
14:00 - 15:45 | Functional analysis III: Reactome | Eliot Ragueneau and Krishna Tiwari |
15:45 - 16:15 | Course wrap up and feedback | Daniel Thomas López |
16:30 | Bus to Cambridge Train station |
The deadline for this course has now been extended to 08 April 2022. If you have any questions please contact Juanita Riveros.
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 'submission details' section where you are asked to provide information on your:
- pre-requisite skills and knowledge
- current work and course expectations
- current research
- Upload a letter of support from your supervisor or a senior colleague detailing reasons why you should be selected for the course
We have a limited number of fee bursaries available for this course which will cover up to 50% of the course fee. Priority for allocation of these bursaries will be given to those from under-resourced regions.
Please complete all sections and upload your letter of support by Friday 08 April 2022, BST. We will not consider incomplete applications.
All applicants will be informed of the status of their application (successful, waiting list, unsuccessful) by 22 April 2022. If you have any questions regarding the application process please contact Juanita Riveros.
All participants are expected to present a poster that will be displayed during the course outside the training room. If you are successful you will be asked to send a poster in PDF format to Juanita Riveros which will be printed and displayed.
All posters should:
- be A2 in size - 420mm x 594 mm
- be in a portrait orientation
- include your photograph and contact information
We cannot display posters of a different size or orientation.
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.
The registration fee includes:
- All meals (breakfast, lunch, dinner, and refreshment breaks for the course days)
- Accommodation
- Course materials
- Use of a computer in the EMBL-EBI training room throughout the course