Advanced in silico small molecule, protein and antibody design services

Our Services

ProsaRx is the in silico discovery arm of RxCelerate. We provide comprehensive packages of work with a flexible approach and optimised workflows to deliver bespoke solutions that work for clients in the areas of small molecule ligand-based design, structure-based design, virtual screening and enzyme, antibody and other protein engineering.

In addition to the application of bespoke computer-aided drug design methodologies developed in our group, we also provide industry known protocols for example through the use of MOE (Chemical computing group) and Rosetta.

Our team of computational chemists are constantly developing new methods including novel ligand generation approaches using AI,  ensuring we provide access to the most innovative and effective methods for our clients.

Services Provided

Small Molecules

 Hit Finding

  • Virtual screening, ligand- and structure-based
  • RxNfinity, ultra large library screening and design
  • RxPlorer™, metastate discovery platform for rapid screening against undruggable targets
  • Scaffold hopping
  • PPI interactions
  • Metastable protein states
  • Generative AI

Lead optimisation

  • FEP and MMPBSA affinity prediction
  • Molecular dynamics and occupancy studies
  • SAR development via virtual libraries and screening
  • Property optimisation, generative AI MPO problems
  • ADMET and off-target prediction
  • Generative AI

Proteins

  • Computational design of protein catalysts – higher activity, improved physical properties
  • Design of same function, new sequence space proteins

Antibodies

  • Humanisation
  • Improving physical properties
  • Novel linker design
  • Affinity maturation
  • Cross-species knock-in and knockout

Technologies

RxNfinity™

RxNfinity™ is a dynamic chemical space allowing for virtual screening of billions of compounds against a client’s target.  The screening method incorporates advanced virtual screening capabilities such as customised physics-based scoring and pharmacophores.  The reaction schemes underpinning the approach are carefully selected by our chemists to identify synthetically tractable drug-like molecules.

PROTOSCORE RF™ AND EMPEROR

ProtoScoreRF™  is an empirical scoring function for protein-ligand interaction energies, enabling rapid virtual screening with over 10 million available compounds against diverse targets. Benchmarking studies show superior accuracy compared to industry standard algorithms.

Emperor is a classification technology used alongsideProtoScoreRF™ to identify potential false positives from screening and is trained on known and decoy binding compounds.

RxPlorer™: Metastate Discovery Platform

RxPlorer™ is our new technology for finding small molecule hits, particularly against challenging, previously undruggable targets. Leveraging advanced molecular dynamics,  RxPlorer™ uncovers  protein metastates and reveals novel binding sites in difficult to target proteins.

RxPlorer™ is fully integrated with our in vitro capabilities allowing us to move at pace.  We can apply the RxPlorer™ platform and deliver hit data for a novel target in two months.

FOLD

Model folding trajectory of a protein to identify metastates

Assess

Assess and prioritise metastates based on low energy minimum

SCREEN

Perform virtual screens against selected metastates

TEST

Procure and test shortlisted hits via our in vitro team

Protein Modelling Services

LEAD OPTIMISATION

Lead optimisation is affected by the construction of virtual libraries, the use of RxNfinity™, ProtoBuild™, and affinity prediction through ProtoScoreRF™ and FEP.

PROTEIN ENGINEERING

ProsaRx provides access to a bespoke toolkit for protein design and optimisation, via algorithms such as ASA and ProShuffle™. Our protein engineers are experts in using toolkits such as MOE and Rosetta. Services offered include:
• Protein affinity maturation
• Protein stability prediction
• IP analysis and optimisation strategies

PROTOSCREEN™ VIRTUAL SCREENING

This state-of-the-art screening software includes ProtoScoreRF™, an advanced scoring function benchmarked to be more accurate than other industry standards and a regularly updated compound database (PCD) of >10 million available compounds pre-screened for drug-likeness. An increased coverage of compound conformational space with respect to industry standard protocols is enabled.

ANTIBODY ENGINEERING

  •  Antibody model construction and binding interaction analysis
    • In silico affinity optimisation prediction
  • Assessment of residue changes for humanisation
  • Assessment for developability and potential liabilities

For Antibody Discovery/Galaxy® library, please see our sister company RxBiologics.

rxbiologics logo

Intellectual property

The ProsaRx team have had significant experience in assessing intellectual property and establishing project strategies for FTO for both small molecule and protein designs. Talk to us about your problems – we offer services to assess your field of interest either to provide support for investment potential or for an independent project view within an existing project.

Our highly experienced team of Computer-Aided Drug Designers are problem solvers. We are flexible in how we work which frequently involves iterative rounds with our clients. We have an extensive track record in identifying and optimising active compounds for both recognised and novel targets as well as in optimising and designing proteins for property improvement (both for SynBio and Pharma objectives). We have a differentiated technology in small molecule design and implement novel approaches to protein design.