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Enantioselective polyketide biocatalysis through simulation-led redesign


Project Description

Enzymes are remarkable biocatalysts that can work under mild conditions and with high specificity and selectivity. If enzymes could be engineered in a designed way, they might provide an efficient route to new molecules such as pharmaceuticals. In pharmaceuticals (and many other applications), it is crucially important to control the precise stereochemical structure. Differences in stereochemistry result in molecules that have the same physical attributes but are 3-dimensional mirror images, and this can make the difference between a medicine or poison.

In this project, the aim is to develop ways to control how polyketide synthases, an important class of natural biocatalytic machinery, set the stereochemistry of their products, polyketides. This will be explored by modifying – or redesigning – a key enzyme in polyketide synthase systems called a ketoreductase. Ketoreductases control the stereochemistry of reductive steps in the formation of the polyketide. A key feature of these systems is that substrates are also tethered to an acyl-carrier protein (ACP), which presents the evolving polyketide chain to the ketoreductase (and other enzymes). Existing structural information on the interaction between the ACP and the ketoreductase involved in making the polyketide actinorhodin (a natural antibiotic) will guide the development of computational prediction protocols. This protocol development will be the bulk of the work, involving combined quantum mechanical / molecular mechanical (QM/MM) reaction simulations, molecular dynamics and protein-protein docking. The simulations will predict new ketoreductase variants that alter the stereochemical outcome. To test and improve these computational predictions, experimental characterisation of promising enzyme variants (product outcome, kinetics and structural biology) will be performed. Once successful, the atomic detail of selected new variants will be confirmed through structural biology techniques (NMR, X-ray crystallography).

This interdisciplinary project combines the expertise in computational simulation of enzymes in Bristol and the expertise from an internationally leading academic team with multidisciplinary expertise of polyketide systems and the relevant experimental techniques (enzymology, molecular biology, chemistry and structural biology). Combining simulation and experiment in this way is still developing, but will be increasingly important in the future. The strategies and protocols developed in this project will therefore be of general use in natural product research. The multidisciplinary environment ensures the student will acquire a range of skills that will arm them for a future career in academic or industrial bioscience (including pharmaceutical science). The student will be embedded in the vibrant research environment in Bristol, including the Centre for Computational Chemistry and the Bristol BioDesign institute, ensuring a wide range of interactions, seminar programmes and courses.

Main supervisor: Dr Marc van der Kamp (Biochemistry, University of Bristol)
Website: https://vanderkampgroup.wordpress.com

Second supervisor: Prof Matthew Crump (Chemistry, University of Bristol)
Additional supervisory team: Dr Paul Race (Biochemistry, University of Bristol), Prof Chris Willis (Chemistry, University of Bristol)
International collaborator: Prof Sheryl Tsai (University of California, Irvine)

For further enquiries please contact Marc van der Kamp (). Experience in computational chemistry / simulation is not essential but may be advantageous. To apply, please check your eligibility and follow the instructions for the SwBio DTP application process here: https://www.swbio.ac.uk/programme/how-to-apply/.

Funding Notes

This project is available under the SWBio DTP programme: Link to SWBio DTP website: View Website

Information on eligibility: View Website

DEADLINE FOR APPLICATIONS: Midnight Monday 2 December 2019
How to apply: View Website

References

Unpicking the cause of stereoselectivity in actinorhodin ketoreductase variants with atomistic simulations. Serapian SA, Van der Kamp MW. (2019) ACS Catalysis 9, 2381.

The Determinants of Activity and Specificity in Actinorhodin Type II Polyketide Ketoreductase.
Javidpour P, Bruegger J, Srithahan S, Korman TP, Crump MP, Crosby J, Burkart MD, Tsai SC. (2013) Chem. Biol. 20, 1225.

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