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Molecular dynamics: Deciphering the data

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Summary

The dynamic behaviour of molecules is important in determining their activity. Molecular dynamics (MD) simulations give a detailed description of motion, from small fluctuations to conformational transitions, and can include solvent effects. However, extracting useful information about conformational motion from a trajectory is not trivial. We have used digital signal-processing techniques to characterise the motion in MD simulations, including: calculating the frequency distribution, applying filtering functions, and extraction of vectors defining the characteristic motion for each frequency in an MD simulation. We describe here some typical results obtained for peptides and proteins. The nature of the low-frequency modes of motion, as obtained from MD and normal mode (NM) analysis, of Ace-(Ala)31-Nma and of a proline mutant is discussed. Low-frequency modes extracted from the MD trajectories of Rop protein and phospholipase A2 reveal characteristic motions of secondary structure elements, as well as concerted motions that are of significance to the protein's biological activity. MD simulations are also used frequently as a tool for conformational searches and for investigating protein folding/unfolding. We have developed a novel method that uses time-domain filtering to channel energy into conformational motion and thus enhance conformational transitions. The selectively enhanced molecular dynamics method is tested on the small molecule hexane.

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References

  1. Gerstein, M., Lesk, A.M. and Chotia, C., Biochemistry, 33 (1994) 6739.

    Google Scholar 

  2. Herzberg, G., Molecular Spectra and Molecular Structure II. Infrared and Raman Spectra of Polyatomic Molecules., D. van Nostrand Company, New York, NY, 1945.

    Google Scholar 

  3. Wilson, E.B., Decius, J.C. and Cross, P.C., Molecular Vibrations, McGraw Hill, New York, NY, 1955.

    Google Scholar 

  4. Brooks, B. and Karplus, M., Proc. Natl. Acad. Sci. USA, 80 (1983) 6571.

    Google Scholar 

  5. Go, N., Noguti, T. and Nishikawa, T., Proc. Natl. Acad. Sci. USA, 80 (1983) 3696.

    Google Scholar 

  6. Levitt, M., Sander, C. and Stern, P.S., J. Mol. Biol., 181 (1985) 423.

    Google Scholar 

  7. Brooks, B. and Karplus, M., Proc. Natl. Acad. Sci. USA, 82 (1985) 4995.

    Google Scholar 

  8. Seno, Y. and Go, N., J. Mol. Biol. 216 (1990) 95.

    Google Scholar 

  9. Tirion, M.M. and ben-Avraham, D., J. Mol. Biol., 230 (1993) 186.

    Google Scholar 

  10. Hagler, A.T., Stern, P.S., Sharon, R., Becker, J.M. and Naider, F., J. Am. Chem. Soc., 101 (1979) 6842.

    Google Scholar 

  11. Tidor, B. and Karplus, M., Protein Struct. Funct. Genet., 15 (1993) 71.

    Google Scholar 

  12. Tidor, B. and Karplus, M., J. Mol. Biol., 238 (1994) 405.

    Google Scholar 

  13. Ichiye, T. and Karplus, M., Protein Struct. Funct. Genet., 11 (1991) 205.

    Google Scholar 

  14. Amadei, A., Linssen, A.B.M. and Berendsen, H.J.C., Protein Struct. Funct. Genet., 17 (1993) 412.

    Google Scholar 

  15. Horiuchi, T. and Go, N., Protein Struct. Funct. Genet., 10 (1991) 106.

    Google Scholar 

  16. Kitao, A., Hirata, F. and Go, N., Chem. Phys., 158 (1991) 447.

    Google Scholar 

  17. Dauber-Osguthorpe, P. and Osguthorpe, D.J., J. Am. Chem. Soc., 112 (1980) 7921.

    Google Scholar 

  18. Sessions, R.B., Dauber-Osguthorpe, P. and Osguthorpe, D.J., J. Mol. Biol., 210 (1989) 617.

    Google Scholar 

  19. Dauber-Osguthorpe, P. and Osguthorpe, D.J., J. Comput. Chem., 14 (1993) 1259.

    Google Scholar 

  20. Wilson, S.R. and Cui, W., In Merz Jr., K.M. and LeGrand, S.M. (Eds.), Conformational Searching Using Simulated Annealing, in The Protein Folding Problem and Tertiary Structure Prediction, Birkhauser, Boston, MA, 1994, pp. 43–70.

    Google Scholar 

  21. Hao, M.-H., Pincus, M.R., Rackovsky, S. and Scheraga, H.A., Biochemistry, 32 (1993) 9614.

    Google Scholar 

  22. Derreumaux, P. and Schlick, T., Protein Struct. Funct. Genet., 21 (1995) 282.

    Google Scholar 

  23. Morley, S.D., Jackson, D.E., Saunders, M.R. and Vinter, J.G., J. Comput. Chem., 13 (1992) 693.

    Google Scholar 

  24. Sessions, R.B., Osguthorpe, D.J. and Dauber-Osguthorpe, P., J. Phys. Chem., 99 (1995) 9034.

    Google Scholar 

  25. Press, W.H., Flannery, B.P., Teukolsky, S.A. and Vetterling, W.T., In Numerical Recipes: The Art of Scientific Computing, Cambridge University Press, Cambridge, U.K., 1986.

    Google Scholar 

  26. Dauber-Osguthorpe, P., Roberts, V.A., Osguthorpe, D.J., Wolff, J., Genest, M. and Hagler, A.T., Protein Struct. Funct. Genet., 4 (1988) 31.

    Google Scholar 

  27. Hagler, A.T., Huler, E. and Lifson, S., J. Am. Chem. Soc., 96 (1974) 5319.

    Google Scholar 

  28. Lifson, S., Hagler, A.T. and Dauber, P., J. Am. Chem. Soc., 101 (1979) 5111.

    Google Scholar 

  29. Fletcher, R., Practical Methods of Optimization, 1, Wiley, New York, NY, 1980.

    Google Scholar 

  30. McCammon, J.A. and Harvey, S.C., Dynamics of Proteins and Nucleic Acids, Cambridge University Press, Cambridge, U.K., 1987.

    Google Scholar 

  31. Allen, M.P. and Tildesley, D.J., Computer Simulation of Liquids, Clarendon, Oxford, U.K., 1987.

    Google Scholar 

  32. Levitt, M., J. Mol. Biol., 220 (1991) 1.

    Google Scholar 

  33. Dauber-Osguthorpe, P., Conformation and Internal Motion of Polypeptides. Molecular Dynamics Simulations, Ph.D. Thesis, 1990.

  34. Banner, A.W., Kokkinidis, M. and Tsernoglou, D., J. Mol. Biol., 196 (1987) 657.

    Google Scholar 

  35. Dijkstra, B.W., Kalk, K.H., Hol, W.G.J. and Drenth, J., J. Mol. Biol., 147 (1981) 97.

    Google Scholar 

  36. Go, N., Biophys. Chem., 35 (1990) 105.

    Google Scholar 

  37. Williams, K.A. and Deber, C.M., Biochemistry, 30 (1991) 8919.

    Google Scholar 

  38. Sessions, R.B., Dauber-Osguthorpe, P. and Osguthorpe, D.J., Protein Struct. Funct. Genet., 14 (1992) 45.

    Google Scholar 

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This paper is based on a presentation given at the 14th Molecular Graphics and Modelling Society Conference, held in Cairns, Australia, August 27–September 1, 1995.

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Dauber-Osguthorpe, P., Maunder, C.M. & Osguthorpe, D.J. Molecular dynamics: Deciphering the data. Journal of Computer-Aided Molecular Design 10, 177–185 (1996). https://doi.org/10.1007/BF00355041

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