Abstract
We present an efficient and numerically robust algorithm for solving the Smoluchowski equation (SE) to follow diffusive processes on smooth and rough potential energy surfaces. The hierarchical nature of the algorithm (hierarchical discrete approximation or HDA) allows to fully explore the fine- and coarse-grained structure of the free energy surface and can be extended to multidimensional problems. It is shown that for free energy surfaces where the minima are separated by considerable barriers the reaction kinetics can be captured using only a small number of eigenvalues of the corresponding rate matrix which leads to a considerable speedup of the computation. This technique, in combination with HDA, is applied to study the rebinding of carbon monoxide (CO) to native myoglobin (Mb) and a mutated protein (L29F), a process of fundamental importance in biophysics.
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Jun, B., Weaver, D.: One-dimensional potential barrier model of protein folding with intermediates. J. Chem. Phys. 116, 418–426 (2002)
Bicout, D., Szabo, A.: Electron transfer reaction dynamics in non-Debye solvents. J. Chem. Phys. 109, 2325 (1998)
Ansari, A.: Mean first passage time solution of the Smoluchowski equation: Application to relaxation dynamics in myoglobin. J. Chem. Phys. 112, 2516–2522 (2000)
Risken, H.: The Fokker-Planck equation. Springer, Heidelberg (1989)
Szabo, A., Schulten, K., Schulten, Z.: 1st passage time approach to diffusion controlled reactions. J. Chem. Phys. 72, 4350–4357 (1980)
Banushkina, P., Meuwly, M.: Hierarchical Numerical solution of Smoluchowski equations with rough potentials. J. Chem. Theory and Computation 1, 208–214 (2005)
Saad, Y.: Iterative Methods for Sparse Linear Systems. SIAM Publications, Philadelphia (2003)
Lehoucq, R., Sorensen, D., Yang, C.: ARPACK users guide. SIAM, Philadelphia (1998)
Banushkina, P., Meuwly, M.: Free energy barriers in MbCO rebinding (submitted)
Nutt, D., Meuwly, M.: Theoretical Investigation of Infrared Spectra and Pocket Dynamics of Photodissociated Carbonmonoxy Myoglobin. Biophys. J. 85, 3612–3623 (2003)
Steinbach, P., Ansari, A., Berendzen, J., Braunstein, D., Chu, K., Cowen, B., Ehrenstein, D., Frauenfelder, H., Johnson, J., Lamb, D., Luck, S., Mourant, J., Nienhaus, G., Ormos, P., Philipp, R., Xie, A., Young, R.: Ligand-binding to heme-proteins – connection between dynamics and function. Biochem. 30, 3988–4001 (1991)
Ansari, A., Jones, C., Henry, E., Hofrichter, J., Eaton, W.: Conformational relaxation and ligand-binding in myoglobin. Biochem. 33, 5128–5145 (1994)
Ostermann, A., Waschipky, R., Parak, F., Nienhaus, G.: Ligand binding and conformational motions in myoglobin. Nature 404, 205–208 (2000)
Srajer, V., Ren, Z., Teng, T., Schmidt, M., Ursby, T., Bourgeois, D., Pradervand, C., Schildkamp, W., Wulff, M., Moffat, K.: Protein conformational relaxation and ligand migration in myoglobin: A nanosecond to millisecond molecular movie from time-resolved Laue X-ray diffraction. Biochem. 40, 13802–13815 (2001)
Schotte, F., Lim, M., Jackson, T., Smirnov, A., Soman, J., Olson, J., Phillips Jr., G., Wulff, M., Anfinrud, P.: Watching a protein as it functions with 150-ps time-resolved X-ray crystallography. Science 300, 1944–1947 (2003)
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© 2005 Springer-Verlag Berlin Heidelberg
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Banushkina, P., Schenk, O., Meuwly, M. (2005). Efficiency Considerations in Solving Smoluchowski Equations for Rough Potentials. In: R. Berthold, M., Glen, R.C., Diederichs, K., Kohlbacher, O., Fischer, I. (eds) Computational Life Sciences. CompLife 2005. Lecture Notes in Computer Science(), vol 3695. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11560500_19
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DOI: https://doi.org/10.1007/11560500_19
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-29104-6
Online ISBN: 978-3-540-31726-5
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