Abstract
There are many examples of chemically unrelated and apparently dissimilar molecules that bind to a common site at a receptor and elicit the same pharmacological response. Ideally, these drug-receptor interactions would be examined using X-ray crystallography or nuclear magnetic resonance (NMR) spectroscopy to provide a detailed atomic description of the interaction. This information could then be used as the basis for the direct design of ligands to fit this site. However, despite the dramatic increase in the number of crystal structures of enzyme-ligand complexes in recent years, it is still the case that there are no crystal data for the vast majority of potential drug molecules in their sites. Membrane-bound receptors are a notable example of the problem since they are often pharmacological and therapeutic targets, and have provided no crystal structures to date. In this type of situation, a less direct approach must be used; an obvious tactic is to compare a series of ligands known to bind to the site and attempt to determine their common features and potential pharmacophores. If the molecules can be superposed in three-dimensional (3D) space, their properties can be studied using 3D quantitative structure-activity relationships (QSAR) using procedures such as CoMFA (Cramer et al. 1988; see also Chapter 12). This, in turn, may allow the design of novel molecules taht incorporate some or all of the common features and that should therefore be capable of binding to the same receptor site.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Barakat, M.T. and Dean, P.M. (1990a) Molecular structure matching by simulated annealing. I. A comparison between different cooling schedules. Journal of Computer-Aided Molecular Design, 4, 295–316.
Barakat, M.T. and Dean, P.M. (1990b) Molecular structure matching by simulated annealing. II. An exploration of the evolution of configuration landscape problems. Journal of Computer-Aided Molecular Design, 4, 317–330.
Barakat, M.T. and Dean, P.M. (1991) Molecular structure matching by simulated annealing. III. The incorporation of null correspondences into the matching problem. Journal of Computer-Aided Molecular Design, 5, 107–117.
Blaney, F., Finn, P., Phippen, R. and Wyatt, M. (1993) Molecular surface comparison: application to drug design. Journal of Molecular Graphcis, 11, 98–105.
Borea, P.A., Dean, P.M., Martin, I.L. and Perkins, T.D.J. (1992) The structural comparison of two benzodiazepine receptor antagonists: a computational approach. Molecular Neuropharmacology, 2, 261–268.
Burt, C. and Richards, W.G. (1990) Molecular similarity: the introduction of flexible fitting. Journal of Computer-Aided Molecular Design, 4, 231–238.
Codding, P.W. and Muir, A.K.S. (1985) Molecular structure of Ro 15–1788 and a model for the binding of benzodiazepine receptor ligands. Molecular Pharmacology, 28, 178–184.
Cramer, R.D., iii, Patterson, D.E. and Bunce, J.D. (1988) Comparative molecular field analysis (CoMFA). 1. Effect of shape on binding steroids to carrier proteins. Journal of the American Chemical Society, 110, 5959–5967.
Danziger, D.J. and Dean, P.M. (1985) The search for functional correspondences in molecular structure between two dissimilar molecules. Journal of Theoretical Biology, 116, 215–224.
Davis, L. (1991) Handbook of Genetic Algorithms. Van Nostrand Reinhold, New York.
Dean, P.M. and Perkins, T.D.J. (1993) Searching for molecular similarity between flexible molecules. In Trends in QSAR and Molecular Modelling 92 (ed. C.G. Wermuth), pp. 207–215. Escom, Leiden.
Dean, P.M., Callow, P. and Chau, P.-L. (1988) Molecular recognition: blind-searching for regions of strong structural match on the surface of two dissimilar moleules. Journal of Molecular Graphics, 6, 28–34.
Diana, G., Jaeger, E.P., Patterson, M.L. and Treasurywala, A.M. (1993) The use of an algorithmic method for small molecule superimpositions in the design of antiviral agents. Journal of Computer-Aided Molecular Design, 7, 325–335.
Everitt, B. (1980) Cluster Analysis, 2nd edn. Heinemann Educational, London.
Fantucci, P., Mattioli, E., Villa, A.M. and Villa, L. (1992) Conformational behaviour and molecular similarity of some β 1-adrenergic ligands. Journal of Computer-Aided Molecular Design, 6, 315–330.
Goodman, J.M. and Still, W.C. (1991) An unbounded systematic search of conformational space. Journal of Computational Chemistry, 12, 1110–1117.
Hopfinger, A.J. and Burke, B.J. (1990) Molecular shape analysis: a formalism to quantitatively establish spatial molecular similarity. In Concepts and Applications of Molecular Similarity (eds M.A. Johnson and G.M. Maggiora), pp. 173–209. John Wiley, New York.
Itai, A., Tomioka, N., Yamada, M., Inoue, A. and Kato, Y. (1993) Molecular superposition for rational drug design. In 3D QSAR in Drug Design: Theory, Methods and Applications (ed. H. Kubinyi), pp. 200–225. Escom, Leiden.
Jacobs, J.W. and Fodor, S.P.A. (1994) Combinatorial chemistry: applications of light-directed chemical synthesis. Trends in Biotechnology, 12, 19–26.
Jorgensen, W.L. (1991) Rusting of the lock and key model for protein-ligand binding. Science, 254, 954–955.
Kato, Y., Inoue, A., Yamada, M., Tomioka, N. and Itai, A. (1992) Automatic superposition of drug molecules based on their common receptor site. Journal of Computer-Aided Molecular Design, 6, 475–486.
Kirkpatrick, S.K. and Smith, G.M. (1983) Optimization by simulated annealing. Science, 220, 671–680.
Masek, B.B., Merchant, A. and Matthew, J.B. (1993a) Molecular shape comparison of angiotensin-II receptor antagonists. Journal of Medicinal Chemistry, 36, 1230–1238.
Masek, B.B., Merchant, A. and Matthew, J.B. (1993b) Molecular skins: a new concept for quantitative shape-matching of a protein with its small molecule mimics. Proteins: Structure, Function and Genetics, 17, 193–202.
Martin, Y.C. (1992) 3D database searching in drug design. Journal of Medicinal Chemistry, 35, 2145–2154.
Mason, J.S. (1993) Experiences with conformationally flexible 3D databases. In Trends in QSAR and Molecular Modelling 92 (ed. C.G. Wermuth), pp. 252–255. Escom, Leiden.
Mattos, C. and Ringe, D. (1993) Multiple binding modes. In 3D QSAR in Drug Design: Theory, Methods and Applications (ed. H. Kubinyi), pp. 226–254. Escom, Leiden.
Metropolis, N., Rosenbluth, A.W., Rosenbluth, M.N., Teller, A.H. and Teller, E. (1953) Equation of state calculations by fast computing machines. Journal of Chemical Physics, 21, 1087–1092.
Meyer, A.Y. and Richards, W.G. (1991) Similarity of molecular shape. Journal of Computer-Aided Molecular Design, 5, 427–439.
Mojena, R. (1977) Hierarchical grouping methods and stopping rules: an evaluation. Computer Journal, 20, 359–363.
Moore, G.J. (1994) Designing peptide mimetics. Trends in Pharmacological Sciences, 15, 124–129.
Moult, J. and James, M.N.G. (1986) An algorithm for determining the conformation of polypeptide segments in proteins by systematic search. Proteins: Structure, Function and Genetics, 1, 146–163.
Papadopoulos, M.C. and Dean, P.M. (1991) Molecular matching by simulated annealing. IV. Classification of atom correspondences in sets of dissimilar molecules. Journal of Computer-Aided Molecular Design, 5, 119–133.
Payne, A.W.R. and Glen, R.C. (1993) Molecular recognition using a binary genetic search algorithm. Journal of Molecular Graphics, 11, 74–91.
Perkins, T.D.J, and Dean, P.M. (1993) An exploration of a novel strategy for superposing several flexible molecules. Journal of Computer-Aided Molecular Design, 7, 155–172.
Rotstein, S.H. and Murcko, M.A. (1993) GroupBuild: a fragment-based method for de novo drug design. Journal of Medicinal Chemistry, 36, 1700–1710.
Saunders, M. (1987) Stochastic exploration of molecular mechanics. Energy surfaces. Hunting for the global minimum. Journal of the American Chemical Society, 109, 3150–3152.
Vinter, J.G., Davis, A. and Saunders, M.R. (1987) Strategic approaches to drug design. I. An integrated software framework for molecular modelling. Journal of Computer-Aided Molecular Design, 1, 31–51.
Ward, J.H. (1963) Hierarchical grouping to optimize an objective function. Journal of the American Statistical Association, 58, 236–244.
Wilson, S.R. and Cui, W. (1990) Applications of simulated annealing to peptides. Biopolymers, 29, 225–235.
Wilson, S.R, Cui, W., Moskowitz, J.W. and Schmidt, K.E. (1988) Conformational analysis of flexible molecules: location of the global minimum energy conformation by the simulated annealing method. Tetrahedron Letters, 29, 4373–4376.
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1995 Springer Science+Business Media Dordrecht
About this chapter
Cite this chapter
Perkins, T.D.J. (1995). Exploiting similarity between highly flexible and dissimilar molecular structures. In: Dean, P.M. (eds) Molecular Similarity in Drug Design. Springer, Dordrecht. https://doi.org/10.1007/978-94-011-1350-2_4
Download citation
DOI: https://doi.org/10.1007/978-94-011-1350-2_4
Publisher Name: Springer, Dordrecht
Print ISBN: 978-94-010-4589-6
Online ISBN: 978-94-011-1350-2
eBook Packages: Springer Book Archive