Integrated computational and synthetic tools to drive the discovery of orthosteric protein-protein interaction inhibitors

Lead Research Organisation: University of Leeds
Department Name: Sch of Chemistry

Abstract

Small molecule drugs continue to dominate our collective ability to treat disease. However, the pharmaceutical industry faces challenges on several fronts, and increasing productivity has been framed as the grand challenge for the sector. Against a background of increasingly cost-constrained healthcare systems, the cost of launching new drugs is increasingly high (recently estimated at £1.8 Bn for each new drug!). In order to improve productivity in drug discovery, it is necessary to develop innovative new medicines that address currently unmet medical needs. Protein-protein interactions represent a significant untapped, but challenging, opportunity for treating diseases including cancer, inflammatory disease, cardiovascular disease and infection.

Drugs function by binding to a protein target within the body. Most existing small molecule drugs bind to well-defined pockets in proteins - analogous to a key fitting into a lock. In stark contrast, the design of drugs to inhibit protein-protein interactions generally requires a fundamentally different type of interaction of the drug with its protein target - analogous to a hand gripping a ball. Thus, the development of effective drugs that target protein-protein interactions raises new challenges that need to be met in future drug discovery. This programme will develop new tools and understanding that will facilitate future drug discovery against protein-protein interactions.

We will develop computational tools to classify protein-protein interactions according to their underlying 3D structure and the probability that they can be inhibited using small molecules. We will then exploit these computational tools to design classes of small molecule that can be prepared readily using state-of-the-art synthetic methods, and that are predisposed to target different types of protein-protein interaction. The resulting small molecule inhibitors will be made available to biological researchers to help understand the role of protein-protein interactions in disease. In addition, the new tools will be made accessible to the research community to facilitate the early-stage discovery of small molecule drugs that target protein-protein interactions.

The programme will benefit from the input of major pharmaceutical companies, smaller drug discovery companies, a not-for-profit drug discovery organisation, and international academics. The involvement of a wide range of experts is essential because of the increasing trend for early stage drug discovery to be conducted by a range of organisations (both industry and academic), especially for more challenging target classes. Thus, together with wider research community engagement, we will ensure that the required future capabilities for early-stage drug discovery against protein-protein interactions are met.

Planned Impact

The pharmaceutical industry is the UK's third largest exporting sector (exports: £17B/yr), and maintains a leading global position having brought many of the world's leading drugs to the market. However, the sector faces multiple challenges on multiple fronts e.g. regulatory changes and increasingly cost-constrained healthcare systems. Increasing productivity is the grand challenge for the pharmaceutical sector. To ensure alignment with drug discovery needs, the programme will draw on the expertise of different types of organisation that are engaged in early-stage drug discovery.

Protein-protein interactions (PPIs) offer a remarkable opportunity to increase innovation in early-stage drug discovery. This opportunity stems from the huge number of PPIs and their central role in healthy/ disease biology. This programme will address fundamental scientific impediments to progress in PPI inhibitor discovery. New computational tools and small molecule scaffolds will be developed to drive the discovery of cell-permeable inhibitors across a very broad range of PPI classes. The programme will open medium term opportunities to commercialise tools and longer term opportunities to address currently unmet clinical needs (e.g. such small-molecule drugs can generate sales >£1Bn). Through engagement with stakeholders in this area of research (e.g. academics, pharmaceutical scientists, other end-users and policy makers), effective pathways will be developed to commercialise or translate the research outputs to ensure that they become available. The outputs will include an online searchable PPI database; new computational tools to facilitate PPI inhibitor discovery; scaffolds/libraries that target specific PPI topologies; and high quality chemical PPI probes. Thus, this programme has the potential to impact upon a major UK sector; and, ultimately, the provision of healthcare. In addition to non-academic end-users of the research, basic scientists will exploit the new knowledge and tools to increase understanding of PPI-mediated biological mechanisms.

The team members will expand and enrich their knowledge and competencies through the programme to help transition to future careers in science. The postdoctoral researchers and PhD students who, as part of an interdisciplinary team, will develop new cutting-edge research and transferrable skills that map onto future drug-discovery needs. They will have the opportunity to undertake appropriate secondments e.g. in industry or at internationally-leading laboratories. They will also benefit from the superb research and training environments at Leeds and Bristol e.g. through interaction in targeted activities with local and international PhD training programmes.

The programme represents an opportunity to engage the general public at all age levels: the topic will serve as a vehicle to enthuse and educate the lay public as it raises many of the challenges facing modern drug discovery and hence future healthcare provision. Innovative activities that will engage the general public include comic strips, science fair exhibitions and a video documentary.

The objectives of the innovative Pathway to Impact are:

(i) to ensure alignment of the programme with future needs in drug discovery;

(ii) to secure pathways to commercialise / translate research outputs;

(iii) to train exceptional and versatile early career researchers; and

(iv) to engage the general public.

Publications

10 25 50
 
Description We have developed new experimental and computational methods to predict and probe important features at protein-protein interfaces. Our computational tool is accessible through a web server and can be used to support the design of new inhibitors in drug discovery processes. We have also established methods to harness this tool and others to identify and prioritise small molecule inhibitors of protein-protein interactions for synthesis and experimental evaluation - this could accelerate the discovery and development of drug candidates. Finally, we have established new design and screening methods to identify ligands that recognise dynamic protein surfaces - these play a role in multiple disease relevant biological processes and represent potential target for drug-discovery. Alongside this we developed new reagents (now commercialized) for mapping of protein-protein interfaces using mass-spectrometry methods.
Exploitation Route The outcomes of this research may be taken forward in the pharmaceutical industry and academia as part of chemical probe and drug discovery efforts against challenging targets. they might also be used more broadly by Life Sciences researchers to study the molecular basis of biological functions.
Sectors Chemicals,Healthcare,Pharmaceuticals and Medical Biotechnology

URL https://poppi.website/
 
Description we have produced a YouTube video outlining the challenge facing the drug discovery industry that was published and promoted. We also developed a protein-protein interactions "jigsaw" game that has been used a public engagement events.
First Year Of Impact 2017
Sector Healthcare,Pharmaceuticals and Medical Biotechnology
Impact Types Societal,Policy & public services

 
Description A Platform for Chemical Probe Identification and Optimization Facilitating Interrogation of Biological Mechanisms
Amount £1,200,000 (GBP)
Funding ID EP/V029169/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 10/2021 
End 09/2023
 
Description Autonomous Phenotype-Directed Molecular Discovery
Amount £1,184,398 (GBP)
Funding ID EP/W002914/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 03/2022 
End 09/2025
 
Description Deciphering the Function of Intrinsically Disordered Protein Regions in a Cellular Context
Amount £5,400,000 (GBP)
Funding ID BB/V003577/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 01/2021 
End 12/2026
 
Description Marie Curie Fellowship
Amount € 184,000 (EUR)
Funding ID 749012 
Organisation European Commission 
Department Horizon 2020
Sector Public
Country European Union (EU)
Start 05/2017 
End 04/2019
 
Description Newton Advanced Fellowship - Peptide Based TLR4 Chemical Probe Development for Inhibition of the TLR4/MD-2 interaction
Amount £107,000 (GBP)
Funding ID NA170152 
Organisation Royal Society of Chemistry 
Sector Charity/Non Profit
Country United Kingdom
Start 11/2017 
End 10/2020
 
Title BALAS Application 
Description BALAS is an online web-interface that can be used to rapidly predict hot-residues at protein-protein interfaces. see: https://pragmaticproteindesign.bio.ed.ac.uk/balas/, Wood CW et al (2020) BAlaS: fast, interactive and accessible computational alanine-scanning using BudeAlaScan, Bioinformatics, btaa026. and Ibarra AA et al (2019) Predicting and Experimentally Validating Hot-Spot Residues at Protein-Protein Interfaces, ACS Chem. Biol., 14, 2252-2263. 
Type Of Material Improvements to research infrastructure 
Year Produced 2019 
Provided To Others? Yes  
Impact There has been widespread informal favourable commentary on the utility of this interface for research in life sciences and drug discovery research. 
URL https://pragmaticproteindesign.bio.ed.ac.uk/balas/
 
Title BALAS Application 
Description BALAS is an online web-interface that can be used to rapidly predict hot-residues at protein-protein interfaces. see: https://pragmaticproteindesign.bio.ed.ac.uk/balas/, Wood CW et al (2020) BAlaS: fast, interactive and accessible computational alanine-scanning using BudeAlaScan, Bioinformatics, btaa026 and Ibarra AA et al (2019) Predicting and Experimentally Validating Hot-Spot Residues at Protein-Protein Interfaces, ACS Chem. Biol., 14, 2252-2263. 
Type Of Material Data analysis technique 
Year Produced 2019 
Provided To Others? Yes  
Impact There has been widespread informal favourable commentary on the utility of this interface for research in life sciences and drug discovery research. 
URL https://pragmaticproteindesign.bio.ed.ac.uk/balas/
 
Title Helix stabilization in a basic kinase-substrate motif: CD and NMR datasets 
Description Mean residue ellipticities (CD) and chemical shifts (NMR) for peptides 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
URL https://archive.researchdata.leeds.ac.uk/946/
 
Description AZ 
Organisation AstraZeneca
Country United Kingdom 
Sector Private 
PI Contribution Our team elaborated a computational workflow, designed inhibitor candidates, expressed and purified proteins, developed assays and tested compounds. Our team also carried out synthesis of additional inhibitor candidates and rationalized their experimental behaviour using computational methods.
Collaborator Contribution Astra Zeneca are project partners on this award. They have contributed expertise and know-how in small molecule ligand design, computational methods and screening approaches. They have contributed preparative chiral HPLC to separate candidate inhibitors, computational resource to perform structure similarity searching and samples from the AZ compound screening collection for experimental testing
Impact S. Celis, F. Hobor, T. James, G. J. Bartlett, A. A. Ibarra, D. K. Shoemark, Z. Hegedüs, K. Hetherington, D. N. Woolfson, R. B. Sessions, T. A. Edwards, D. M. Andrews, A. Nelson and A. J. Wilson, Query-guided protein-protein interaction inhibitor discovery, Chem. Sci., 2021, DOI: 10.1039/D1SC00023C.
Start Year 2016
 
Description Autonomous phenotype-directed molecular discovery 
Organisation Max Planck Society
Country Germany 
Sector Charity/Non Profit 
PI Contribution We will develop new automated methods for the exploration of chemical space. We will characterise the bioactive chemical probes that are discovered using the phenotype-directed discovery approach.
Collaborator Contribution MPI will contribute phenotypic assays including the cell-painting assay which is a broad readout of biological relevance. The Rosalind Franklin Institute will contribute high-throughput experimentation and algorithm to the collaboration.
Impact No outcomes to date. This is a multidisciplinary collaboration involving chemistry (automated synthesis, chemical biology), cell biology and computational science (algorithms to drive discovery).
Start Year 2022
 
Title BALAS Application 
Description BALAS is an online web-interface that can be used to rapidly predict hot-residues at protein-protein interfaces. see: https://pragmaticproteindesign.bio.ed.ac.uk/balas/, Wood CW et al (2020) BAlaS: fast, interactive and accessible computational alanine-scanning using BudeAlaScan, Bioinformatics, btaa026. and Ibarra AA et al (2019) Predicting and Experimentally Validating Hot-Spot Residues at Protein-Protein Interfaces, ACS Chem. Biol., 14, 2252-2263. 
Type Of Technology Webtool/Application 
Year Produced 2019 
Impact There has been widespread informal favourable commentary on the utility of this interface for research in life sciences and drug discovery research. 
URL https://pragmaticproteindesign.bio.ed.ac.uk/balas/
 
Description Astbury Conversation 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Astbury Conversation Public Engagement Event 17-18 April 2018: Introduction of Interactive Game on PPIs to illustrate the principles of PPIs. https://astburyconversation.leeds.ac.uk/
Year(s) Of Engagement Activity 2018
URL https://astburyconversation.leeds.ac.uk/
 
Description David Andrews - ELRIG 2019 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact David Andrews spoke at ELRIG 2019 on the topic of understanding and manipulating protein-protein interactions using chemical biology approaches.
Year(s) Of Engagement Activity 2019
URL https://poppi.website/david-andrews-talks-at-elrig-2019/
 
Description Dek Woolfson chairs a public debate on plants, microbes and people 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact On 23 November 2016, Dek Woolfson chaired a public debate 'Altering plants, microbes and people' at The Watershed, Bristol. Members of the public were invited to join researchers from BrisSynBio to discuss the emerging discipline of synthetic biology and how it may be applied to a range of sectors, from using microorganisms as factories for food and fuel, smart therapeutics, improved crops and even altered humans.
Year(s) Of Engagement Activity 2016
URL https://poppi.website/dek-woolfson-chairs-a-public-debate-on-plants-microbes-and-people/
 
Description Pint of Science 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact Prof Andy Wilson gave a talk as part of the Chem-Mystery of Life session associated with the Pint-of-Science Festival. He spoke at the session on the 15th May 2017 at The Social, 21 Merrion Street, Leeds LS2 8JG. Further details are available through the Pint of Science https://pintofscience.co.uk/event/the-chem-mystery-of-life.Lecture Title: "PoPPI - Perturbation of Protein-Protein Interactions"
Year(s) Of Engagement Activity 2017
URL https://pintofscience.co.uk/event/the-chem-mystery-of-life
 
Description PoPPI Team - School Visits 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact In 2016 Dek Woolfson presented to and interacted with pupils at Downside School, BathIn 2018, Professor Adam Nelson visited Titus Salt School in Saltaire, Bradford, and Outwood Grange Academy in Wakefield. In 2019 Professor Adam Nelson visited greenhead College, Huddersfield. In March 2019, David Andrews visited Northgate High School Ipswich.
Year(s) Of Engagement Activity 2016,2018,2019
URL https://poppi.website/public-engagement/
 
Description PoPPI Video 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Media (as a channel to the public)
Results and Impact Video produced to introduce PPI and the PoPPI programme. This is part of the home page on the website and will be used at future public engagement events. The video has also been added to a new YouTube Channel.
Year(s) Of Engagement Activity 2017
URL https://www.youtube.com/channel/UCJ_eL_1adGWjf33dQDuqDIw/featured?disable_polymer=1
 
Description PoPPI Website 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Media (as a channel to the public)
Results and Impact A programme website has been designed (see www.poppi.website), which is used as a tool for relaying information to the wider community.
Year(s) Of Engagement Activity 2017
URL http://www.poppi.website
 
Description School Visit 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact Schools Enrichment Day Seminar, Notre Dame Catholic 6th Form College, Leeds (20th June 2022): "Interdisciplinary Synthetic Chemistry; From the Lab to Societal and Economic Impact"
Year(s) Of Engagement Activity 2022
 
Description Scientific meeting (conference/symposium etc.) - PPI_Net National Conference 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Organization and hosting of PPI-net International conference with ~ 120 delegates
Year(s) Of Engagement Activity 2019
URL https://www.soci.org/events/proteinprotein-interactions-2019
 
Description • Schools Lecture, Notre Dame Catholic 6th Form College, Leeds (6th May 2022): "Research at the Interface Between Physical And Life Sciences" 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact Schools Lecture, Notre Dame Catholic 6th Form College, Leeds (6th May 2022): "Research at the Interface Between Physical And Life Sciences"
Year(s) Of Engagement Activity 2022