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Reactive Simulations for Biochemical Processes

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Part of the book series: Lecture Notes in Physics ((LNP,volume 795))

Abstract

After a brief review of the hybrid QM/MM molecular dynamics scheme and its coupling to the metadynamics method, I will show how such a combination of computational tools can be used to study chemical reactions of general biological interest. Specifically, by using such a reactive hybrid paradigm, where the QM driver is a Car–Parrinello Lagrangian dynamics, we have inspected the ATP hydrolysis reaction in the anti-freezing protein known as heat shock cognate protein (Hsc70) and the unconventional propagation of protons across peptide groups in the H-path of the bovine cytochrome c oxidase. While the former represents a fundamental reaction operated by all living beings in a wealth of processes and functions, the second one is involved in cell respiration. For both systems accurate X-ray data are available, yet the actual reaction mechanism escapes experimental probes. The simulations presented here provide the complementary information missing in experiments, offer a direct insight into the reaction mechanisms at a molecular level, and allow to understand which pathways nature can follow to realize these processes fundamental to living organisms.

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References

  1. R. Car and M. Parrinello, Phys. Rev. Lett. 55, 2471 (1985).

    Article  CAS  PubMed  ADS  Google Scholar 

  2. For a comprehensive review, see the monographic issue ChemPhysChem 6, 1671–1952 (2005).

    Google Scholar 

  3. Y. Liu, L. Gampert, K. Nething, and J. M. Steinacker, Front. Biosci. 11, 2802 (2006).

    Article  CAS  PubMed  Google Scholar 

  4. T. G. Chapell, W. J. Welch, D. M. Schlossman, K. B. Palter, M. J. Schlesinger, and J. E. Rothman, Cell 45, 3 (1986).

    Article  Google Scholar 

  5. K. M. Flaherty, C. DeLuca-Flaherty, and D. B. McKay, Nature 346, 623 (1990).

    Article  CAS  PubMed  ADS  Google Scholar 

  6. C. Ostermeir, A. Harrenga, U. Ermler, and H. Michel, Proc. Natl. Acad. Sci. U.S.A. 94, 10547 (1997).

    Article  ADS  Google Scholar 

  7. M. Svensson-Ek, J. Abramson, G. Larsson, S. Törnroth, P. Brzezinski, and S. Iwata, J. Mol. Biol. 321, 29 (2002).

    Article  CAS  Google Scholar 

  8. T. Tsukihara, K. Shimokata, Y. Katayama, H. Shimada, K. Muramoto, H. Aoyama, M. Mochizuki, K. Shinazawa-Itoh, E. Yamashita, M. Yao, Y. Ishimura, and S. Yoshikawa, Proc. Natl. Acad. Sci. U.S.A. 100, 15304 (2003).

    Article  CAS  PubMed  ADS  Google Scholar 

  9. B. Giese, J. Amaudrut, A. Köhler, M. Spormann, and S. Wessely, Nature 412, 318 (2001).

    Article  CAS  PubMed  ADS  Google Scholar 

  10. V. Shafirovich, A. Dourandin, and N. E. Geacintov, J. Phys. Chem. B 105, 8431 (2001).

    Article  CAS  Google Scholar 

  11. P. D. Boyer, Nobel Lectures, Chemistry 1996–2000, ed. I. Grenthe (World Scientific Publishing, Singapore, 2003), p. 120.

    Google Scholar 

  12. T. E. Decoursey, Physiol. Rev. 83, 476 (2003).

    Google Scholar 

  13. T. Douki, J. L. Ravanat, D. Angelov, J. R. Wagner, and J. Cadet, Top. Curr. Chem. 236, 1 (2004).

    CAS  Google Scholar 

  14. M. di Ventra and M. Zwolak, Encyclopedia of Nanoscience and Nanotechnology, ed. H. Singh-Nalwa (American Scientific Publishers, New York, 2004).

    Google Scholar 

  15. F. J. Momany, J. Phys. Chem. 82, 592 (1978).

    Article  CAS  Google Scholar 

  16. H. M. Senn and W. Thiel, Angew. Chem. Int. Ed. 48, 1198 (2009).

    Article  CAS  Google Scholar 

  17. M. Boero, J. M. Park, Y. Hagiwara, and M. Tateno, J. Phys.: Condens. Matter 19, 365217 (2007).

    Article  CAS  Google Scholar 

  18. C. I. Bayly, P. Cieplak, W. D. Cornell, and P. A. Kollman, J. Phys. Chem. 97, 10269 (1993).

    Article  CAS  Google Scholar 

  19. W. D. Cornell, P. Cieplak, C. I. Bayly, I. R. Gould, K. R. Merz, D. M. Ferguson, D. C. Spellmeyer, T. Fox, J. W. Caldwell, and P. A. Kollman, J. Am. Chem. Soc. 117, 5179 (1995).

    Article  CAS  Google Scholar 

  20. A. Laio, J. Vande Vondele, and U. Röthlisberger, J. Phys. Chem. B 106, 7300 (2002).

    Article  CAS  Google Scholar 

  21. F. L. Hirshfeld, Theor. Chim. Acta 44, 129 (1977).

    Article  CAS  Google Scholar 

  22. C. Dellago, P. G. Bolhuis, and D. Chandler, J. Chem. Phys. 108, 1964 (1998).

    Article  CAS  ADS  Google Scholar 

  23. G. Henkelman, B. P. Uberuaga, and H. Jonsson, J. Chem. Phys. 113, 9901 (2000).

    Article  CAS  ADS  Google Scholar 

  24. D. Passerone and M. Parrinello, Phys. Rev. Lett. 87, 8032 (2001).

    Article  CAS  Google Scholar 

  25. D. Branduardi, F. L. Gervasio, and M. Parrinello, J. Chem. Phys. 126, 054103 (2007).

    Article  PubMed  ADS  CAS  Google Scholar 

  26. H. Gubmüller, Phys. Rev. E 52, 2893 (1995).

    Article  ADS  Google Scholar 

  27. M. Sprik and G. Ciccotti, J. Chem. Phys. 109, 7737 (1998).

    Article  CAS  ADS  Google Scholar 

  28. A. Laio and M. Parrinello, Proc. Natl. Acad. Sci. U.S.A. 99, 12562 (2002).

    Article  CAS  PubMed  ADS  Google Scholar 

  29. M. Iannuzzi, A. Laio, and M. Parrinello, Phys. Rev. Lett. 90, 238302 (2003).

    Article  PubMed  ADS  CAS  Google Scholar 

  30. A. Laio, A. Rodriguez-Fortea, F. L. Gervasio, M. Ceccarelli, and M. Parrinello, J. Phys. Chem. B 109, 6714 (2005).

    Article  CAS  PubMed  Google Scholar 

  31. M. Boero, M. Tateno, K. Terakura, and A. Oshiyama, J. Chem. Theory Comput. 1, 925 (2005).

    Article  CAS  Google Scholar 

  32. A. Laio and F. L. Gervasio, Rep. Prog. Phys. 71, 126601 (2008).

    Article  ADS  CAS  Google Scholar 

  33. A. Barducci, G. Bussi, and M. Parrinello, Phys. Rev. Lett. 100, 020603 (2008).

    Article  PubMed  ADS  CAS  Google Scholar 

  34. M. Boero, T. Ikeda, E. Ito, and K. Terakura, J. Am. Chem. Soc. 128, 16798 (2006).

    Article  CAS  PubMed  Google Scholar 

  35. D. E. Rancourt, V. K. Walker, and P. D. Davies, Mol. Cell Biol. 7, 2188 (1987).

    CAS  PubMed  Google Scholar 

  36. M. I. Qureshi, S. Qadir, and L. Zolla, J. Plant Physiol. 164, 1239 (2007).

    Article  CAS  PubMed  Google Scholar 

  37. X-ray crystallographic coordinates from RCSB Protein Data Bank (http://www.rcsb.org/pdb/home/home.do), accession code “2bup”.

  38. U. C. Singh and P. A. Kollman, J. Comput. Chem. 7, 718 (1986).

    Article  CAS  Google Scholar 

  39. M. J. Field, P. A. Bash, and M. Karplus, J. Comput. Chem. 11, 700 (1990).

    Article  CAS  Google Scholar 

  40. M. C. Sousa and D. MacKay, Biochemistry 7, 15392 (1998).

    Article  Google Scholar 

  41. R. Pomès and B. Roux, J. Phys. Chem. 100, 2159 (1996).

    Article  Google Scholar 

  42. J. Akola and R. O. Jones, J. Phys. Chem. B 110, 8121 (2006).

    Article  CAS  PubMed  Google Scholar 

  43. R. B. Gennis, Biochim. Biophys. Acta 1365, 241 (1998).

    Article  CAS  Google Scholar 

  44. P. Brzezinski and G. Larsson, Biochim. Biophys. Acta 1605, 1 (2003).

    Article  CAS  PubMed  Google Scholar 

  45. C. J. T. von Grotthuss, Ann. Chim. LVII, 54 (1806).

    Google Scholar 

  46. M. Eigen, Angew. Chem. Int. Ed. 3, 1 (1964).

    Article  Google Scholar 

  47. G. Zundel and H. Metzger, Z. Physik. Chem. 58, 225 (1968).

    CAS  Google Scholar 

  48. D. Marx, M. E. Tuckerman, J. Hutter, and M. Parrinello, Nature 397, 601 (1999).

    Article  CAS  ADS  Google Scholar 

  49. M. Boero, T. Ikeshoji, and K. Terakura, ChemPhysChem 6, 1775 (2005).

    Article  CAS  PubMed  Google Scholar 

  50. D. Marx, ChemPhysChem 7, 1848 (2006).

    Article  CAS  PubMed  Google Scholar 

  51. S. Yoshikawa, Adv. Protein Chem. 60, 341 (2002).

    Article  CAS  PubMed  Google Scholar 

  52. K. Kamiya, M. Boero, M. Tateno, K. Shiraishi, and A. Oshiyama, J. Am. Chem. Soc. 129, 9663 (2007).

    Article  CAS  PubMed  Google Scholar 

  53. K. Kamiya, M. Boero, M. Tateno, K. Shiraishi, and A. Oshiyama, J. Phys.: Condens. Matter 19, 3652209 (2007).

    Article  CAS  Google Scholar 

  54. K. Kamiya, M. Boero, K. Shiraishi, and A. Oshiyama, J. Phys. Chem. B 110, 4443 (2006).

    Article  CAS  PubMed  Google Scholar 

  55. D. T. Odom and J. K. Barton, Biochemistry 40, 8727 (2001).

    Article  CAS  PubMed  Google Scholar 

  56. N. Forbes, Comput. Sci. Eng. 2, 83 (2000).

    Article  CAS  Google Scholar 

  57. C. Dekker and M. A. Ratner, Phys. World 14, 29 (2001).

    CAS  Google Scholar 

  58. J. Chen and N. C. Seeman, Nature 360, 631 (1991).

    Article  ADS  Google Scholar 

  59. Y. Zhang and N. C. Seeman, J. Am. Chem. Soc. 116, 1661 (1994).

    Article  CAS  Google Scholar 

  60. B. Giese and W. Wesseley, Chem. Commun. 20, 2108 (2001).

    Article  Google Scholar 

  61. F. L. Gervasio, M. Boero, and M. Parrinello, Angew. Chem. Int. Ed. 45, 5606 (2006).

    Article  CAS  Google Scholar 

  62. M. Boero, F. L. Gervasio, and M. Parrinello, Mol. Simul. 33, 57 (2007).

    Article  CAS  Google Scholar 

  63. A. K. Ghosh and G. B. Schuster, J. Am. Chem. Soc. 128, 4172 (2006).

    Article  CAS  PubMed  Google Scholar 

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Boero, M. (2010). Reactive Simulations for Biochemical Processes. In: Massobrio, C., Bulou, H., Goyhenex, C. (eds) Advances in the Atomic-Scale Modeling of Nanosystems and Nanostructured Materials. Lecture Notes in Physics, vol 795. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-04650-6_3

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  • DOI: https://doi.org/10.1007/978-3-642-04650-6_3

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