Modelling Enzymes - Biological Catalysts

Dr. Adrian Mulholland (Adrian.Mulholland@bris.ac.uk)
 

PhD projects for 2009

PhD projects are available to begin in October 2009. Projects are available in the areas of:

Examining fundamental principles of enzyme catalysis by computational enzymology, modelling mechanisms of drug metabolism and new methods for drug design

These projects will involve the use of modelling methods to understand fundamental aspects of enzymes relevant to biocatalysis, medicine and human health (for example, enzymes involved in the central nervous system, and in bacterial antibiotic resistance). UK and EU citizens are eligible for these studentships. Please contact me for more details. Other projects include studying protein dynamics, quantum mechanical effects, such as tunnelling, in enzyme-catalysed proton and hydride transfer reactions, and developing new methods for studying protein-ligand binding.

Some recent highlights

Biomolecular simulation: introduction, status, progress and prospects, A model solution to depression, and Rewriting biochemistry textbooks, and Chemical accuracy in QM/MM calculations on enzyme-catalysed reactions.

How a biological reaction happens. This picture shows the transition state in the enzyme para-hydroxybenzoate hydroxylase, as found by QM/MM modelling. An OH group (centre) is transferred from a flavin cofactor (right) to the substrate (left). The transition state is stabilized by a hydrogen bond interaction with a key group in the enzyme (shown as a dotted line). This catalytic effect helps to make the biodegradation of aromatic compounds efficient. Para-hydroxybenzoate hydroxylase (PHBH) is an important enzyme in the microbial biodegradation of a wide variety of aromatic chemicals, including pollutants and lignin, a major component of wood and so among the most abundant of all biopolymers. PHBH acts by oxygenating its substrates (adding a hydroxyl (OH) group to the aromatic ring), and is a key member of an important class of oxygenase enzymes.

Quantum tunnelling in enzyme-catalysed reactions

Modelling tunnelling in an enzymeModelling of aromatic amine dehdrogenase demonstrates that in this enzyme reaction tunnelling is very important and that, crucially, the tunnelling is promoted only by short-range molecular motion at the active site. Long-range flexing of the rest of the protein molecule plays no direct role in the process. The findings have sparked a keen debate among biologists about the fundamental nature of enzymes, and the role of conformational changes in the bulk protein molecule.

You can read more about this work in The Economist (a copy of the article is available here), Science, Seed Magazine, and Chemistry World.

        Most biochemical reactions depend on enzyme catalysis, and understanding how enzymes 'work' at the molecular level is a fundamental problem.  Enzymes are remarkably efficient and specific catalysts, but despite intensive experimental investigations, the detailed origins of their rate accelerations remain unclear.  This question is of crucial importance in biology, and also for the development of protein catalysts for practical applications.  Better understanding is vital for analysing the activities of mutant or designed proteins, and for the design of inhibitors as pharmaceutical lead compounds.
   

Citrate synthase
 

        Computer simulations are a good way to study enzyme reactions.  They can provide information which is often inaccessible experimentally, such as details of unstable species (for example transition states and reaction intermediates) and on energetic contributions to catalysis.  Simulating an enzyme reaction is a challenging problem, and requires the use of specialized techniques.  An effective approach is to use combined quantum mechanical/molecular mechanical (QM/MM) methods.  Molecular mechanics methods can be used to study protein conformational changes, dynamics and binding, but generally they can't be applied to processes involving the breaking or making of chemical bonds.  For chemical reactions a quantum mechanical description is needed, which can be achieved by the combined QM/MM approach.  The small QM region contains the groups involved in the reaction (e.g. the catalytic residues and the substrate(s)) and is influenced by the surroundings (represented more simply by standard molecular mechanics), so including the effects of the environment.  In this way the reaction in an enzyme can be studied, and contributions of individual groups can be analysed.

        The central theme of my work is the use of simulation methods to investigate enzyme mechanism and dynamics (in several cases in active collaboration with experimental studies).  Programming expertise is not required for most of the present work. Projects offered include:

  • Mechanisms of glycosidases.  Specific hydrolysis of glycosidic bonds of carbohydrates is required for a wide variety of metabolic processes, and is catalysed by an important family of enzymes, the glycosidases.  Simulations are being used to investigate substrate binding, and unresolved mechanistic questions, using structures of enzyme-inhibitor complexes.
  • Aspartate beta semi-aldehyde dehydrogenase (ASADH) is a bacterial biosynthetic enzyme, and a target for the development of anti-bacterial agents.  We are examining the mechanism of ASADH and inhibitor binding in collaboration with Dr. Andrea Hadfield of the Dept. of Biochemistry, who is studying the enzyme by X-ray crystallography.
  • We are working to understand differences in activity and stability between normal enzymes and those isolated from ‘thermophiles’ (organisms which thrive at high temperature).  Study of the dynamics and mechanisms of these enzymes will help elucidate the adaptations responsible for these differences, with important implications for the design of stable, active protein catalysts for practical synthetic and biotechnological applications (in collaboration with experimental work at the Centre for Extremophile Research, University of Bath).
  • Other work includes studies of biological ligand binding, solvation and electronic effects in catalysis, and method development for the study of enzyme reaction dynamics.
Some references (please contact me if you would like reprints):
  1. L. Masgrau, A. Roujeinikova, L.O. Johannissen, P. Hothi, J. Basran, K.E. Ranaghan, A.J. Mulholland, M.J. Sutcliffe, N.S. Scrutton & David Leys Atomic Description of an Enzyme Reaction Dominated by Proton Tunneling Science 14 April 2006: Vol. 312. no. 5771, pp. 237 - 241. DOI: 10.1126/science.
  2. J.C. Hermann, L. Ridder, H.-D. Höe & A.J. Mulholland 'Molecular mechanisms of antibiotic resistance: QM/MM modelling of deacylation in a class A beta-lactamase, Org. Biomol. Chem., 2, 206-210 (2006).
  3. N. Strickland, A.J. Mulholland & J.N. Harvey 'The Fe-CO Bond Energy in Myoglobin: A QM/MM Study of the Effect of Tertiary Structure' Biophys. J., 90, L27-29L (2006).
  4. A. Lodola, M. Mor, J.C. Hermann, G. Tarzia, D. Piomelli and A.J. Mulholland 'QM/MM modelling of oleamide hydrolysis in fatty acid amide hydrolase (FAAH) reveals a new mechanism of nucleophile activation' Chem. Commun. 4399-4401 (2005).
  5. C.M. Bathelt, A.J. Mulholland and J.N. Harvey 'QM/MM Studies of the Electronic Structure of the Compound I Intermediate in Cytochrome c Peroxidase and Ascorbate Peroxidase' Dalton Trans., 21,3470-3476 (2005).
  6. A.J. Mulholland 'Modelling enzyme reaction mechanisms, specificity and catalysis' Drug Discovery Today 10, 1393-1402 (2005).
  7. F. Claeyssens, K.E. Ranaghan, F.R. Manby, J.N. Harvey & A.J. Mulholland, 'Multiple high-level QM/MM reaction paths demonstrate transition-state stabilization in chorismate mutase: correlation of barrier height with transition-state stabilization'. Chem. Commun. 5068-5070 (2005).
  8. C.M. Bathelt, J. Zurek, A.J. Mulholland & J.N. Harvey 'Electronic Structure of Compound I in Human Isoforms of Cytochrome P450 from QM/MM Modeling' J. Am. Chem. Soc., 127, 12900-12908 (2005).
  9. J.C. Hermann, C. Hensen, L. Ridder, A.J. Mulholland & H.-D. Höe 'Mechanisms of antibiotic resistance: QM/MM modeling of the acylation reaction of a class A beta-lactamase with benzylpenicillin'. J. Am. Chem. Soc., 127, 4454-4465 (2005).
  10. T. Rungrotmongkol, S. Hannongbua & A.J. Mulholland 'Mechanistic Study of HIV-1 Reverse Transcriptase at the Active Site Based on QM/MM Method' J. Theoretical and Computational. Chemistry 3, 491-500 (2004).
  11. B. Szefczyk, A.J. Mulholland, K.E. Ranaghan & W.A. Sokalski 'Differential Transition State Stabilization in Enzyme Catalysis: Quantum Chemical Analysis of Interactions in the Chorismate Mutase Reaction and Prediction of the Optimal Catalytic Field.' J. Am. Chem. Soc. 126, 16148-16159 (2004).
  12. C.M. Bathelt, L. Ridder, A.J. Mulholland & J.N. Harvey 'Mechanism and Structure-Reactivity Relationships for Aromatic Hydroxylation by Cytochrome P450' Organic and Biomolecular Chemistry, 2, 2998-3005 (2004).
  13. K.E. Ranaghan & A.J. Mulholland 'Conformational effects in enzyme catalysis: QM/MM free energy calculation of the 'NAC' contribution in chorismate mutase' Chem. Commun. (10), 1238-1239 (2004).
  14. K.E. Ranaghan, L. Ridder, B. Szefczyk, W.A. Sokalski, J.C. Hermann, and A.J. Mulholland 'Transition state stabilization and substrate strain in enzyme catalysis: ab initio QM/MM modelling of the chorismate mutase reaction' Organic and Biomolecular Chemistry 2, 968-980, (2004).
  15. C.M. Bathelt, L. Ridder, A.J. Mulholland & J.N. Harvey 'Aromatic hydroxylation by cytochrome P450: Model calculations of mechanism and substituent effects' J. Am. Chem. Soc., 125, 15004 -15005 (2003).
  16. K.E. Ranaghan, L. Ridder, B. Szefczyk, W.A. Sokalski, J.C. Hermann, and A.J. Mulholland 'Transition state stabilization and substrate strain in enzyme catalysis: ab initio QM/MM modelling of the chorismate mutase reaction' Organic and Biomolecular Chemistry (2004) 2, 968-980
  17. J. Zurek, A.L. Bowman, W.A. Sokalski & A.J.Mulholland 'MM and QM/MM Modeling of Threonyl-tRNA Synthetase: Model Preparation, Testing and Simulations', Structural Chemistry, 15, 405-414 (2004).
  18. K.E. Ranaghan & A.J. Mulholland 'Conformational effects in enzyme catalysis: QM/MM free energy calculation of the 'NAC' contribution in chorismate mutase' Chem. Commun. (2004) (10), 1238-1239
  19. C.M. Bathelt, L. Ridder, A.J. Mulholland & J.N. Harvey 'Mechanism and Structure-Reactivity Relationships for Aromatic Hydroxylation by Cytochrome P450' Organic and Biomolecular Chemistry, (2004) 2, 2998-3005.
  20. J.C. Hermann, L. Ridder, A.J. Mulholland, and H.-D. Hoeltje, Identification of Glu166 as the General Base in the Acylation Reaction of Class A beta-Lactamses through QM/MM Modeling  J. Am. Chem. Soc. 125, 9590-9591 (2003)
  21. L. Ridder and A.J. Mulholland, Modeling biotransformation reactions by combined quantum mechanical/molecular mechanical approaches: from structure to activity  Curr. Topics in Medicinal Chemistry. 3, 1241-1256 (2003)
  22. K. Ranaghan, L. Ridder, B. Szefczyk, W. A. Sokalski and A.J. Mulholland, Insights into enzyme catalysis from QM/MM modelling: transition state stabilization in chorismate mutase  Mol. Phys. 101, 2695-2714 (2003)
  23. L. Ridder, J.N. Harvey, I.M.C.M. Rietjens, J. Vervoort and A.J. Mulholland, Ab initio QM/MM Modeling of the Hydroxylation Step in p-Hydroxybenzoate Hydroxylase   J. Phys. Chem. B 107, 2118-2126 (2003)
  24. L. Ridder, I.M.C.M. Rietjens, J. Vervoort and A.J. Mulholland, Quantum Mechanical/Molecular Mechanical Free Energy Simulations of the Glutathione S-Transferase (M1-1) Reaction with Phenanthrene 9,10-Oxide  J. Am. Chem. Soc. 124, 9926-9936 (2002)
  25. A.J. Mulholland, P.D. Lyne and M. Karplus, Ab Initio QM/MM Study of the Citrate Synthase Mechanism. A Low-Barrier Hydrogen Bond is not Involved  J. Am. Chem. Soc. 122, 534-535 (2000)
  26. A.T. Hadfield and A.J. Mulholland, Active Site Dynamics of ASADH- A Bacterial Biosynthetic Enzyme  Int. J. Quant. Chem., Biophys. Q. 73, 137-146 (1999)
  27. L. Ridder, A.J. Mulholland, J. Vervoort and I.M.C.M. Rietjens, Correlation of Calculated Activation Energies with Experimental Rate Constants for an Enzyme-Catalyzed Aromatic Hydroxylation  J. Am. Chem. Soc. 120, 7641-7642 (1998)
  28. A.J. Mulholland and W.G. Richards, Modeling Enzyme Reaction Intermediates and Transition States: Citrate Synthase   J.Phys.Chem. B 102, 6635-6646 (1998)
  29. A.J. Mulholland, G.H. Grant and W.G. Richards, Review: Computer modelling of enzyme catalysed reaction mechanisms.  Protein Engineering 6, 133-147 (1993)
  30. P.D. Lyne, A.J. Mulholland and W.G. Richards, Insights into Chorismate Mutase Catalysis from a Combined QM/MM Simulation of the Enzyme ReactionJ. Am. Chem. Soc. 117, 11345-11350 (1995)
  31. A.J. Mulholland and M. Karplus, Simulations of enzymic reactions, Biochem. Soc. Trans. 24, 247-254 (1996)
  32. A.J. Mulholland and W.G. Richards, Acetyl-CoA Enolization in Citrate Synthase: A Quantum Mechanical/Molecular Mechanical (QM/MM) Study, Proteins: Structure, Function, and Genetics 27, 9-25 (1997)
  33. L.Ridder, A.J. Mulholland, I.M.C.M. Rietjens and J. Vervoort, A Quantum Mechanical/Molecular Mechanical Study of the Hydroxylation of Phenol and Halogenated Derivatives by Phenol Hydroxylase, J. Am. Chem. Soc. 122, 8728-8738 (2000)
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