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6th Hands-on Computational Enzyme Design Course

2 - 5 JUNE, 2025, Brno, CZECHIA
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IN-PERSON

About the course

Do you need to engineer your protein of interest? Do you wish to employ user-friendly one-stop-shop software tools for the design of mutations and libraries, but do not want to spend time on tedious installations or use the Unix command-line? This interactive course will provide essential theory on different areas of enzyme engineering and hands-on experience with several software tools suitable for mining new enzymes, and engineering the activity, specificity, enantioselectivity, stability, and solubility of enzymes. To remain at the cutting edge of scientific advancements, we will also explore the applications of machine learning techniques and quantum computing in enzyme design.

You will have the chance to learn from the developers or experienced users of those tools, and discuss the optimal ways to set-up calculations and adequately interpret the results. At the end of this 4-day course, you will be able to design different properties of proteins for your academic research or commercial applications on your own.

Software and databases covered: AggreProt, AlphaFillAlphaFold, Caver, CaverDockCaver Web, ChannelsDB, EnzymeMiner, ESMFold, FireProt, FireProtASR, FireProtDB, HotSpot WizardLoopGrafter, ProteinMPNN, RF Diffusion, SoluProt and SoluProtMutDB. Our web-tools integrate multiple individual software, and altogether, you will get automated access to more than 50 computational methods and 15 databases.

Who should participate

The course is primarily meant for protein and metabolic engineers with no prior experience in computer modeling and bioinformatics. The experts willing to broaden their current computational protein design toolbox will also benefit from this course. Doctoral students, postdocs, and staff members from both academia and companies are welcome.

Previous editions

The 1st Hands-on Computational Enzyme Design Course was hosted in the classical in-person format and took place in Brno, Czech Republic, in February 2020. We had more than 30 participants from 12 countries, about 70% from academia (ex.: Zurich University, KTH Royal Institute, Georgia Institute of Technology) and 30% from industry (ex.: Pfizer, Novartis Pharma, Johnson & Johnson).

The following editions of the Hands-on Computational Enzyme Design Course took place in May 2021 (online), May 2022 (online), May 2023 (hybrid mode), and  the 5th in February 2024 (online). In this last one we trained nearly 80 participants from 22 countries, also from academia (72%) and industry (28%), and we granted 4 scholarships.

The participants learned the background theory of computational enzyme design, practiced the exercises provided and worked on their own problems of interest, always assisted by our team of experts. Knowledge and experience were exchanged in a friendly and interactive environment. The feedback was extremely positive in both on-site and online editions. Here is a selection of testimonies from the participants:

  • Excellent course set up! It helped me to understand more the bioinformatics tools and encouraged me to use them in the future. (Academia, online)
  • ‌‌The course is a very good introduction to computational enzyme engineering for non-bioinformaticians. The open discussions and useful computer exercises gave me a better understanding of the field (…) Besides the quality of the course contents, I have to say the social program and hospitality of the organizers were superb. I would definitely recommend it! (Academia, in-person)
  • ‌Excellent organization and incredibly motivated tutors; great way to familiarize yourself with computational approaches for enzyme engineering. (Industry, in-person)
  • Overall I was highly impressed by the great organization of this course. Everything was prepared well in order to avoid technical issues successfully. I mostly appreciated that the tutorials were recorded and could be played and paused individually. There was always enough time to follow the tutorial and the discussion of open questions. (Industry, online)
  • This course was extremely well organized, and covered the basics and more advanced bioinformatics tools. I can now more confidently use these tools and apply them to my own enzymes! (Academia, online)
  • This is one of the best courses that I have taken in my long scientific career. All instructors are highly qualified and not only experts in their respective areas, but also have insights and can address any challenge in different research areas. All scientists and instructors are very friendly yet very diverse, which enriches the cultural diversity (…). This is a highly recommended course designed and developed by one of the leading groups in Protein Engineering in Europe and Worldwide. (Academia, in-person)
Three pillars of the course

theory

Theoretical lectures will cover the scientific background and state-of-the-art. The essence of each field required to understand the theory behind the studied tools will be presented.

practice

„Learning by doing“ is the most efficient and enjoyable way to learn. The tool developers will guide you individually through the tutorials, interact, and discuss.

networking

It is pleasant and useful to meet peers working on similar research topics from all over the world. Networking will take place at the opening and during the breaks.

LECTURERS

Barbora Kozlíková
Biomolecular visualisations
David Bednář
Mining novel enzymes in databases
Faraneh Haddadi
Machine Learning for Protein Engineering
Jan Mičan
Protein-Protein Interface Design
Jan Velecký
Machine Learning for Protein Engineering
Jana Horáčková
Molecular Docking and Dynamics Simulations
Jiří Damborský
computational enzyme design
Joan Planas-Iglesias
sequence similarity search strategies
Miloš Musil
engineering of protein stability
Ondřej Vávra
Design enzyme tunnels and channels
Pavel Kohout
Machine Learning for Protein Engineering
Petr Kabourek
IT specialist
Petr Kouba
Machine Learning for Protein Engineering
Saltuk M. Eyrilmez
Structure-Based Virtual Screening
Sérgio Marques
Engineering catalytic activity
Stanislav Mazurenko
design by machine learning

VIDEO ABOUT LOSCHMIDT LABORATORIES

Program

The course will take place in 2 – 5 June, 2025, and will run approximately from 9 am to 6:00 pm (Brno time, CET).

The program will be composed of a main scientific part, with theoretical lectures, hands-on sessions, and user-personalized cases. For the latter, we will include “User cases” sessions, where the participants will practice the tools on their own systems of interest, always with our assistance.

SCIENTIFIC PROGRAM

Main topics that will be covered:

  • Mining and analysis of novel enzymes
  • Engineering protein stability and solubility
  • Engineering enzyme activity and specificity
  • Machine learning applied to protein engineering

Keynote lecture

Computational enzyme design

Theory

Mining and analysis of novel enzymes

Hands-on

Identification of novel enzymes

Hands-on

Homology modelling and design of libraries

Theory

Engineering protein stability and solubility

Hands-on

Design of stable proteins

Hands-on

Design of soluble proteins

Theory

Engineering enzyme activity and specificity

Hands-on

Modelling protein-ligand complexes

Hands-on

Analysis of ligand pathways

Hands-on

Rational loop design

Theory

Tunnel calculation with CAVER

Theory

Machine learning in biochemistry

Hands-on

ML-based prediction of enzyme properties

Hands-on

Structure modelling with ML-based tools

Special

Enantis: software and services

 

SOCIAL PROGRAM

The participants will have many opportunities to expand their professional networks, socialize, and explore interesting cultural sites.

We include in the program a welcome reception, a gala dinner, as well as all lunches and coffee breaks. The cultural program includes a guided tour in the center of Brno and a visit to the Mendel Museum.

Venue

The 6th edition of the course will have the in-person format, taking place in Brno, Czech Republic, at the University Campus Bohunice (Masaryk University).

To get to Brno you have several options:

  • By bus or train from your city (ex: RegioJet, České dráhy, FlixBus)
  • Arrive at Vienna Airport, and from there catch a direct bus or train to Brno (ex: RegioJetFlixBus or Gepard). This ride takes ~ 2h – 2h30′. From Vienna center you can find even more train connections to Brno.
  • Arrive at Prague Airport, get to the center (bus 119 + metro, or airport shuttle), and there take a train or bus to Brno (for ~ 2h30′ – 3h). This will take longer than from Vienna.
  • Other options are: Brno Airport (which has few flights, unless you are flying from London Stansted or Milan Bergamo), or Bratislava Airport and then take a train or bus to Brno.
UNIVERSITY CAMPUS
VENUE

This campus is known to be the largest project in the domain of university education in Central Europe. The campus hosts the Faculty of Science and Faculty of Medicine under a single roof. The course will be running in a modern computational laboratory with the necessary facilities.

BRNO CITY
SOUTHMORAVIAN METROPOLIS

The second-largest city in the Czech Republic. Fourteen universities and 90 000 students make it a pulsing “organism”. Brno is a city of rich culture, beautiful architecture, many coffee houses, restaurants, and green parks. It is the 6th most attractive city for students, according to the world-ranking. Brno was home to world-famous Gregor Mendel, the father of genetics.

PARTICIPATION FEES & REGISTRATION

The registrations will be open between 22 January and 30 April 2025. Early-bird discounts apply.

The course has a limited numbers of participants. After the registration, your acceptance has to be confirmed (no earlier than 3 March 2025). Do not miss your chance and register NOW! To register, click on the button below “I want to apply”.

The invoice will be issued based on the information provided during the registration.

Academia Industry
Early
Until 31.3.2025
1 350 € 2450 €
Late
Until 30.4.2025
1 550 € 2 650 €

 

The registration fees include:

  • Attendance to all scientific sessions
  • Course materials: slides from the lectures, step-by-step protocols, useful tips & tricks, relevant literature
  • Welcome reception and gala dinner
  • All lunches and coffee breaks
  • Cultural activities
  • Graduation certificate
  • 21% VAT

Not included: accommodation, travel expenses.

Note: The course is already fully booked. You can still register and you will be notified of the next edition, or you can subscribe to our newsletters.

ACCOMODATION

The participants should arrange for their accommodation.

Single and double rooms are available in the OREA Hotel Voro Brno *** and OREA Congress Hotel Brno ****, approximately a 25 min bus ride from the venue. Both hotels offer a 24-hour reception, comfortable rooms and free Wi-Fi. A restaurant and a modern gym are available for guests of both hotels in the OREA Congress Hotel Brno. If you want to take advantage of the 10 % discount for this accommodation, please contact us for a promo code.

We also recommend Quality Hotel Brno Exhibition Centre ****, approximately a 25 min bus ride from the venue. The hotel offers free Wi-Fi and a rooftop relaxation area with a Finnish sauna, whirlpool and a small gym. All rooms are equipped with air conditioning and Smart IP TV.

Parkhotel Brno****, set in a neo-Renaissance villa and surrounded by a romantic garden, offers accommodation within a 10 min trolley ride from the venue. It offers guests Wi-Fi access and wellness and spa services.

Further options are apartments located within walking distance from the venue:
Amazing Apartments and Zoubkova apartment.

SCHOLARSHIPS

Scholarship for participation in the course was awarded this year to Shimaa Farag (The American University in Cairo, Egypt).

Contact us

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