Hostname: page-component-848d4c4894-4rdrl Total loading time: 0 Render date: 2024-06-23T10:06:03.255Z Has data issue: false hasContentIssue false

Case studies in automatic modelling of thrombin, alpha-lactalbumin and other proteins, and implications for drug design

Published online by Cambridge University Press:  05 December 2011

E. Platt
Affiliation:
Proteus Molecular Design Limited, Proteus House, 48 Stockport Road, Marple, Cheshire SK6 6AB, U.K.
B. Robson
Affiliation:
Proteus Molecular Design Limited, Proteus House, 48 Stockport Road, Marple, Cheshire SK6 6AB, U.K.
Get access

Synopsis:

In order to investigate and demonstrate objective modelling of proteins as a basis for drug design, we have sought to model several proteins in particularly persuasive circumstances. This is either (a) by filing the results of the model with an independent institution prior to X-ray determination of their structure, or (b) by using wholly automatic, general and reproducible methods, or (c) most often by both. Results suggest the ability to predict the core of the protein to an accuracy of about 1 Å rms deviation between predicted and experimental all-atom coordinates, and of surface loops in the range 1-4 Å rms deviation. Although the upper end of the latter scale seems disturbing, it turns out that many of the surface loops show such large variations for the same protein as studied by different crystallographic groups, particularly when no common protein is used as a starting point for refinement in both cases. Recognising the dynamic nature of some loops on enzymes, and including in the calculation the ability to handle dynamics over long timescales, allows analysis and refinement of enzyme inhibitors as pharmaceuticals. Here we analyse these aspects, particularly by reference to X-ray crystallography data.

Type
Research Article
Copyright
Copyright © Royal Society of Edinburgh 1992

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Acharya, K. R., Stuart, D. I., Walker, N. P. C., Lewis, M. & Phillips, D. C. 1989. Refined structure of baboon alpha-lactalbumin at 1.7 A resolution. Comparison with C-type Lysozyme. Journal of Molecular Biology 208, 99127.CrossRefGoogle ScholarPubMed
Bode, W., Mayr, I., Baumann, U., Huber, R., Stone, S. R. & Hofsteenge, J. 1989. The refined 1.9A crystal structure of human alpha-thrombin: interaction with D-Phe-Pro-Arg chloromethylketone and significance of Tyr-Pro-Pro-Trp insertion segment. EMBO Journal 8, 3467–75.CrossRefGoogle Scholar
Bomford, R., Gamier, J. & Robson, B. 1990. Biotechnology R & Din the EC (BAP Program 1985/1989). Vol. II, pp. 65–8. Amsterdam: Elsevier Press.Google Scholar
Chothia, C. & Lesk, A. M. – Royal Society lecture and other presentations 1986 – for bibliography and critical review of this and related matters, see Taylor, W. R. 1987. Secondary Structure Prediction. In Nucleic acid and protein sequence analysis, a practical approach, pp. 285322, eds Bishop, M. J. & Rawlings, C. J. Oxford: IRL Press.Google Scholar
Lesk, A. M. & Chothia, C. H. 1986. The response of protein structures to amino acid sequence changes. Philosophical Transactions of the Royal Society, London A 317, 345–56.Google Scholar
Maraganore, J. M., Bourdon, P., Jabloneki, J., Ramachardran, K. L. & Fenton II, J. W. 1990. Design and characterization of hirulogs: a novel class of bivalent peptide inhibitors of Thrombin. Biochemistry 29, 7095–101.CrossRefGoogle ScholarPubMed
Marsden, A. & Robson, B. 1987. Artificial enzymes. Biochemical Society Transactions 15, 1191–3.Google Scholar
Momany, F. A., McGuire, R. F., Burgess, A. W. & Scheraga, H. A. 1975. Energy parameters in polypeptides. VII. Geometric parameters, partial atomic charges, nonbonded interactions, hydrogen bond interactions and intrinsic torsional potentials for the naturally occurring amino acids. Journal of Physical Chemistry 79, 2361–81.CrossRefGoogle Scholar
Robson, B. & Gamier, J. 1986. The calculation of tertiary structure: results and conclusions. In Introduction to proteins and protein engineering. Chapter 11, pp. 467531. Amsterdam: Elsevier Press.Google Scholar
Robson, B. & Platt, E. 1986. Refined models for computer calculations in protein engineering: calibration and testing of atomic potential functions compatible with more efficient calculations. Journal of Molecular Biology 188, 259–81.CrossRefGoogle ScholarPubMed
Robson, B. & Platt, E. 1987. Modelling of alpha-lactalbumin from the known structure of hen egg white lysozyme using molecular dynamics. Journal of Computer-Aided Molecular Design 1, 1722.CrossRefGoogle ScholarPubMed
Robson, B. & Platt, E. 1990. Comparison of the X-ray structure of alpha-lactalbumin and the tertiary predicted computer models of human alpha-lactalbumin. Journal of Computer-Aided Molecular Design 4, 369–79.CrossRefGoogle ScholarPubMed
Robson, B. & Platt, E. 1991. A fixed-site solvation model. Journal of Theoretical Biology 148, 225–7.Google Scholar
Robson, B., Ward, D. J. & Marsden, A. 1986. The Epsitron concept of protein engineering. Application of computer-aided molecular design. Chemical Design Automated News 1, 911.Google Scholar
Robson, B., Platt, E., Fishleigh, R. V., Marsden, A. & Millard, P. 1987. Expert system for protein engineering: its application in the study of chloramphenicol acetyltransference and avian pancreatic polypeptide. Journal of Molecular Graphics 5, 817.CrossRefGoogle Scholar
Strynadka, C. J. N. & James, N. G. M. 1988. Two trifluoperazine-binding sites on calmodulin predicted from comparative molecular modelling with troponin-C. Proteins: Structure, Functions and Genetics 3, 17.CrossRefGoogle ScholarPubMed
Ward, D. J., Chen, Y., Platt, E. & Robson, B. 1991. Development and testing of protocols for computeraided design of peptide drugs, using oxytocin. Journal of Theoretical Biology 148, 193225.CrossRefGoogle ScholarPubMed
Warme, P. K., Momany, F. A., Rumball, S. V., Tuttle, R. W. & Scheraga, H. A. 1974. Computation of structures of homologous proteins. Alpha-lactalbumin from lysozyne. Biochemistry 13, 768–78.CrossRefGoogle Scholar
Waszkowycz, B., Hillier, I. H., Genemantel, N. & Payling, D. W. 1991. A combined quantum mechanical/ molecular mechanical model of the potential energy surface of ester hydrolysis by the enzyme phospholipase A2. Journal of the Chemical Society Perkins Transaction 2, 225–31.CrossRefGoogle Scholar
Weber, I. T. 1990. Evaluation of homology modelling of HIV protease. Proteins: Structure, Function, Genetics 7, 172–84.CrossRefGoogle ScholarPubMed