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Protein-Protein Docking: Generation and Filtering of Complexes

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Protein Structure Prediction

Part of the book series: Methods in Molecular Biology™ ((MIMB,volume 143))

Abstract

Knowledge of the three-dimensional (3D) structure of a protein-protein complex provides insights into the function of the system that can guide, for example, the systematic design of novel regulators of activity. However, at the end of 1997, there were more than 5000 protein structures in the Brookhaven databank (PDB) but less than 200 sets of coordinates for protein-protein complexes. This disparity is reminiscent of the protein-sequence/protein-structure gap and similarity motivates the development of computational methods for structure prediction. This chapter describes the strategy to start with the coordinates of the two molecules in their unbound states and then computationally model the structure of the bound complex including the conformational changes on association. For reviews of the field of protein docking see refs. 13.

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References

  1. Janin, J. (1995) Protein-protein recognition. Prog. Biophys. Molec. Biol. 64, 145–166.

    Article  CAS  Google Scholar 

  2. Shoichet, B. K. and Kuntz, I. D. (1996) Predicting the structure of protein complexes: a step in the right direction. Chem. Biol. 3, 151–156.

    Article  PubMed  CAS  Google Scholar 

  3. Sternberg, M. J. E., Gabb, H. A., and Jackson, R. M. (1998) Predictive docking of protein-protein and protein-DNA complexes. Curr. Opin. Struct. Biol., in the press.

    Google Scholar 

  4. Gabb, H. A., Jackson, R. M., and Sternberg, M. J. E. (1997) Modelling protein docking using shape complementarity, electrostatics and biochemical information. J. Mol. Biol. 272, 106–120.

    Article  PubMed  CAS  Google Scholar 

  5. Katchalski-Katzir, E., Shariv, I., Eisenstein, M., Friesem, A. A., Aflalo, C., and Vakser, I. A. (1992) Molecular surface recognition: determination of geometric fit between proteins and their ligands by correlation techniques. Proc. Natl. Acad. Sci. USA 89, 2195–2199.

    Article  PubMed  CAS  Google Scholar 

  6. Press, W. H., Teukolsky, S. A., Vetterling, W. T., and Flannery, B. P. (1992) Numerical Recipes in FORTRAN—The Art of Scientific Computing. 2nd ed. Cambridge University Press, Cambridge, UK, pp. 490–602.

    Google Scholar 

  7. Vakser, I. A. (1997) Evaluation of GRAMM low-resolution docking methodology on the hemagglutinin-antibody complex. Proteins Supplement 1, 226–230.

    Google Scholar 

  8. Moont, G., Gabb, H. A., and Sternberg, M. J. E. (1999) Use of pair potentials across protein interfaces in screening predicted docked complexes. Proteins 35, 364–373.

    Article  PubMed  CAS  Google Scholar 

  9. Jackson, R. M., Gabb, H. A., and Sternberg, M. J. E. (1998) Rapid refinement of protein interfaces incorporating solvation: application to the docking problem. J. Mol. Biol. 276, 265–285.

    Article  PubMed  CAS  Google Scholar 

  10. Laskowski, R. A., Luscombe, N. M., Swindells, M. B., and Thornton, J. M. (1996) Protein clefts in molecular recognition and function. Protein Sci. 5, 2438–2452.

    PubMed  CAS  Google Scholar 

  11. Jones, S. and Thornton, J. M. (1997) Prediction of protein-protein interaction sites using patch analysis. J. Mol. Biol. 272, 133–143.

    Article  PubMed  CAS  Google Scholar 

  12. Lichtarge, O., Bourne, H. R., and Cohen, F. E. (1996) An evolutionary trace method defines binding surfaces common to protein families. J. Mol. Biol. 257, 342–358.

    Article  PubMed  CAS  Google Scholar 

  13. Pazos, F., Helmercitterich, M., Ausiello, G., and Valencia, A. (1997) Correlated mutations contain information about protein-protein interactions. J. Mol. Biol. 271, 511–523.

    Article  PubMed  CAS  Google Scholar 

  14. Vajda, S., Sippl, M., and Novotny, J. (1997) Empirical potentials and functions for protein folding and binding. Curr. Opin. Struct. Biol. 7, 222–228.

    Article  PubMed  CAS  Google Scholar 

  15. Thomas, P. D. and Dill, K. A. (1996) Statistical potentials extracted from protein structures: how accurate are they? J. Mol. Biol. 257, 457–469.

    Article  PubMed  CAS  Google Scholar 

  16. Skolnick, J., Jaroszewski, L., Kolinski, A., and Godzik, A. (1997) Derivation and testing of pair potentials for protein folding. When is the quasichemical approximation correct? Protein Sci. 6, 676–688.

    Article  PubMed  CAS  Google Scholar 

  17. Melo, F. and Feytmans, E. (1997) Novel knowledge-based mean force potential at atomic level. J. Mol. Biol. 267, 207–222.

    Article  PubMed  CAS  Google Scholar 

  18. Tuffery, P., Etchebest, C., Hazout, S., and Lavery, R. (1991) A new approach to the rapid determination of protein side-chain conformations. J. Biomol. Struct. Dyn. 8, 1267–1289.

    PubMed  CAS  Google Scholar 

  19. Luzhkov, V. and Warshel, A. (1992) Microscopic models for quantum mechanical calculations of chemical processes in solution: lD/AMPAC and SCAAS/AMPAC calculations of solvation energies. J. Comput. Chem. 13, 199–213.

    Article  CAS  Google Scholar 

  20. Koehl, P. and Delarue, M. (1994) Application of a self-consistent mean field theory to predict protein side-chains conformation and estimate their conformational entropy. J. Mol. Biol. 239, 249–275.

    Article  PubMed  CAS  Google Scholar 

  21. Lee, C. (1994) Predicting protein mutant energetics by self-consistent ensemble optimization. J. Mol. Biol. 236, 918–939.

    Article  PubMed  CAS  Google Scholar 

  22. Aloy, P., Moont, G., Gabb, H. A., Querol, E., Aviles, F. X., and Sternberg, M. J. E. (1998) Modeling repressor proteins binding to DNA. J. Mol. Biol. 33, 535–549.

    CAS  Google Scholar 

  23. Knegtel, R. M. A., Antoon, J., Rullmann, C., Boelens, R., and Kaptein, R. (1994) MONTY: a Monte Carlo approach to protein-DNA recognition. J. Mol. Biol. 235, 318–324.

    Article  PubMed  CAS  Google Scholar 

  24. Knegtel, R. M. A., Boelens, R., and Kaptein, R. (1994) Monte Carlo docking of protein-DNA complexes: incorporation of DNA flexibility and experimental data. Protein Eng. 7, 761–767.

    Article  PubMed  CAS  Google Scholar 

  25. Shoichet, B. K. and Kuntz, I. D. (1991) Protein docking and complementarity. J. Mol. Biol. 221, 327–346.

    Article  PubMed  CAS  Google Scholar 

  26. Eisenberg, D. and McLachlan, A. D. (1986) Solvation energy in protein folding and binding. Nature 319, 199–203.

    Article  PubMed  CAS  Google Scholar 

  27. Horton, N. and Lewis, M. (1992) Calculation of the free energy of association for protein complexes. Protein Sci. 1, 169–181.

    Article  PubMed  CAS  Google Scholar 

  28. Wallqvist, A. and Covell, D. G. (1996) Docking enzyme-inhibitor complexes using a preference-based free-energy surface. Proteins 25, 403–419.

    Article  PubMed  CAS  Google Scholar 

  29. Sippl, M. J. (1990) Calculation of conformational ensembles from potentials of mean force. An approach to the knowledge-based prediction of local structures in globular proteins. J. Mol. Biol. 213, 859–883.

    Article  PubMed  CAS  Google Scholar 

  30. Verkhivker, G. M. and Rejto, P. A. (1996) A mean field model of ligand-protein interactions: implications for the structural assessment of human immunodeficiency virus type 1 protease complexes and receptor-specific binding. Proc. Natl. Acad. Sci. USA, 93, 60–64.

    Article  PubMed  CAS  Google Scholar 

  31. Bohm, H. J. (1994) The development of a simple empirical scoring function to estimate the binding constant of a protein-ligand complex of known three-dimensional structure. J. Comput. Aided Mol. Des. 8, 243–256.

    Article  PubMed  CAS  Google Scholar 

  32. Cherfils, J., Duquerroy, S., and Janin, J. (1991) Protein-protein recognition analyzed by docking simulation. Proteins 11, 271–280.

    Article  PubMed  CAS  Google Scholar 

  33. Goodsell, D. S. and Olson, A. J. (1990) Automated docking of substrates to proteins by simulated annealing. Proteins 8, 195–202.

    Article  PubMed  CAS  Google Scholar 

  34. Hart, T. N. and Read, R. J. (1992) A multiple-start Monte Carlo docking method. Proteins 13, 206–222.

    Article  PubMed  CAS  Google Scholar 

  35. Stoddard, B. L. and Koshland Jr, D. E. (1993) Molecular recognition analyzed by docking simulations: the aspartate receptor and isocitrate dehydrogenase from Escherichia coli. Proc. Natl. Acad. Sci. USA 90, 1146–1153.

    Article  PubMed  CAS  Google Scholar 

  36. Cummings, M., Hart, T., and Read, R. (1995) Atomic solvation parameters in the analysis of protein-protein docking results. Protein Sci. 4, 2087–2099.

    Article  PubMed  CAS  Google Scholar 

  37. Weng, Z., Vajda, S., and Delisi, C. (1996) Prediction of protein complexes using empirical free energy functions. Protein Sci. 5, 614–626.

    Article  PubMed  CAS  Google Scholar 

  38. Jackson, R., M. and Sternberg, M. J. E. (1995) A continuum model for protein-protein interactions: application to the docking problem. J. Mol. Biol. 250, 258–275.

    Article  PubMed  CAS  Google Scholar 

  39. Totrov, M. and Abagyan, R. (1994) Detailed ab initio prediction of lysozyme-antibody complex with 1. 6 Å accuracy. Nat. Struct. Biol. 1, 259–263.

    Article  PubMed  CAS  Google Scholar 

  40. Strynadka, N. C. J., Eisenstein, M., Katchalski-Katzir, E., Shoichet, B., Kuntz, I., Abagyan, R., Totrov, M., Janin, J., Cherfils, J., Zimmerman, F., Olson, A., Duncan, B., Rao, M., Jackson, R., Sternberg, M., and James, M. N. G. (1996) Molecular docking programs sucessfully determine the binding of a beta-lactamase inhibitory protein to TEM-1 beta-lactamase. Nat. Struct. Biol. 3, 233–238.

    Article  PubMed  CAS  Google Scholar 

  41. Dixon, J. S. (1997) Evaluation of the CASP2 docking section. Proteins Supplement 1, 198–204.

    Google Scholar 

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Sternberg, M.J.E., Gabb, H.A., Jackson, R.M., Moont, G. (2000). Protein-Protein Docking: Generation and Filtering of Complexes . In: Webster, D.M. (eds) Protein Structure Prediction. Methods in Molecular Biology™, vol 143. Humana Press. https://doi.org/10.1385/1-59259-368-2:399

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  • DOI: https://doi.org/10.1385/1-59259-368-2:399

  • Publisher Name: Humana Press

  • Print ISBN: 978-0-89603-637-6

  • Online ISBN: 978-1-59259-368-2

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