A virtual reality environment for interactive biomolecular drug discovery

Lead Research Organisation: University of Bristol
Department Name: Chemistry

Abstract

Molecular simulation constitutes an indispensable tool in both understanding and designing biochemical archi-tectures.
Because it furnishes microscopic understanding into a wide range of diseases at the molecular scale, it ena-bles us to design
targeted pharmaceutical remedies to tackle disease at the nano-scale. Drug design problems are effectively problems of
'shape-matching' - i.e., designing a small molecular ligand (a drug) that fits snugly into a larger molecular receptor (a protein) -
a sort of "3d molecular Tetris". One of the biggest challenges in this design process arises from the fact that biomolecular
systems are flexible objects with thousands of degrees of freedom: there is a massive range of different shapes to consider
during drug design. To tackle this complexity, biomolecular scientists typically use the following approach: they assume that
biomolecules are rigid, and they use 'blind-search' algorithms to search the high-dimensional space of possible fits between
ligand and receptor.
Recent work at the frontiers of HCI and molecular simulation has begun to investigate another strategy to tackle this search
problem: interactive molecular simulation (iMS). The idea of iMS is that a well-designed human-computer interface offers the
opportunity for expert human intuition to 'guide' blind search algorithms, effectively combining the high-level reasoning abilities
of humans with the brute force compute power of modern HPC architec-tures. Initial results assessing the performance of iMS
tools have shown that they allow for much more efficient searching than 'blind-search' algorithms alone. Dr. David Glowacki's
group has been at the vanguard of iMS platform development, and has recently developed a prototype for a fully interactive
molecular simulation environment that works in the new class of emerging VR technologies, allowing for real-time 3d
manipulation of biomolecular dynam-ics simulations.
In this project, PhD candidate Helen Deeks will experiment with and develop this prototype iMS VR environment further, and
investigate how to transform it into an effective platform for designing drugs at the molecular nano-scale. The initial application
will focus on developing pharmaceutical remedies for malaria, a domain where Prof. Richard Sessions (Dept of Biochemistry)
has significant expertise and has offered his enthusiastic support. Specifi-cally, Helen's VR development activities will focus on
interactively designing drug molecules to inhibit the lactate dehydrogenase enzyme, which is key to killing the parasite
responsible for cerebral malaria. Successful execution of this project will benefit from expertise across a range of disciplines,
and thus has potentially wide impact across computer science, biochemistry, and health. This project will lead to outputs in
both the HCI research community and the biochemistry research community.

Studentship Projects

Project Reference Relationship Related To Start End Student Name
EP/N509619/1 01/10/2016 30/09/2021
1793001 Studentship EP/N509619/1 01/10/2016 30/09/2020 Helen Deeks
 
Description Virtual reality has been developed as a tool for performing fully flexible ligand docking. It has been shown that, for performing a series of simple molecular manipulation tasks, VR is more performant than using a mouse and keyboard and tablet interfaces (using the same interactive molecular dynamics software, nano simbox). To follow on from this, crystallographic poses of ligands bound to proteins were replicated by a series of expert and non-expert users in VR. It was shown that this process can be emulated on simulation timescales which are significantly shorter than non-interactive molecular dynamics (i.e. on the scale of picoseconds verses seconds); in real time, it takes a user less than five minutes to perform interactive redocking of a ligand from a protein. VR is sufficiently performant for performing molecular docking tasks.
Exploitation Route Our VR software is open source, meaning other people are free to replicate what I have done with different proteins and ligands. In particular, at the moment, I am investigating whether VR ligand docking can be used to test potential inhibitors of the Covid-19 main protease (a protein integral to the life cycle of the coronavirus). Additionally, part of my work has been to develop my VR drug docking applications as teaching tools, where undergraduate students learn about catalytic enzyme mechanisms by interacting with the molecules in VR. This teaching has been succesfully integrated into the University of Bristol teaching curriculum (and other Universities have been aiming to replicate our VR labs, both for research and teaching).
Sectors Education,Pharmaceuticals and Medical Biotechnology

 
Description Spoke at University of Bristol Alumni Forum 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other audiences
Results and Impact Following on from my three minute thesis talk, I gave a brief speech to some alumni from the University of Bristol. Speech was of a similar format to the three minute thesis talk, and give a general audience level pitch of my research.
Year(s) Of Engagement Activity 2019
 
Description Talk and virtual reality demo at Astex Pharmaceuticals 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact I gave a talk on my research and gave a demo of interactive molecular dynamics in VR to researchers at Astex Pharmaceuticals in Cambridge. People who participated were invited to undock and redock drugs from proteins.
Year(s) Of Engagement Activity 2019
 
Description Talk at Scientific VR Workshop at the Crick Institute 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact I gave a talk on my research at the Scientific VR Workshop at the Francis Crick Institute, engaging with other researchers who are developing VR applications for science. In particular, I learned about key research in my field through talking to other people.
Year(s) Of Engagement Activity 2019
 
Description Three Minute Thesis Finals 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact Gave a three minute "general audience" pitch of my research. As a direct result, was asked to give a talk for the University of Bristol alumni association.
Year(s) Of Engagement Activity 2018
 
Description VR Demo at the Royal Society of Chemistry Summer Exhibition 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact In collaboration with the University of Southampton, we set up a VR exhibit where we taught the general public about mechanisms of antiobiotic resistance. Participants had the opportunity to try and undock and then redock a drug from a protein in VR.
Year(s) Of Engagement Activity 2019
URL https://royalsociety.org/science-events-and-lectures/2019/summer-science-exhibition/
 
Description VR demonstrations at University of Bristol School of Chemistry open days 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact In order to encourage prospective University of Bristol students to apply, and for those who have already been given an offer to choose to study here, I demonstrated the work I do on interactive molecular dynamics in virtual reality. Students attending were encouraged to interact with the simulation and cause a reaction between a methane molecule with a hydroxyl free radical, to form water and a methyl free radical. Such a reaction is significant in atomspheric chemistry and directly relates to what an A-level chemistry student would be expected to know.
Year(s) Of Engagement Activity 2016,2017,2018
 
Description Women in STEM PhD panel 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Undergraduate students
Results and Impact I attended a panel in which female PhD students in STEM projects spoke to undergraduates at the University of Bristol who were interested in doing a PhD themselves.
Year(s) Of Engagement Activity 2019