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A diffusional bimolecular propensity function

J. Chem. Phys. 131, 164109 (2009); doi:10.1063/1.3253798

Published 27 October 2009

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Daniel T. Gillespie
Dan T. Gillespie Consulting, 30504 Cordoba Pl., Castaic, California 91384, USA
We derive an explicit formula for the propensity function (stochastic reaction rate) of a generic bimolecular chemical reaction in which the reactant molecules move about by diffusion, as solute molecules in a bath of much smaller and more numerous solvent molecules. Our derivation assumes that the solution is macroscopically well stirred and dilute in the solute molecules. It effectively extends the physical rationale for the chemical master equation and the stochastic simulation algorithm from well-stirred dilute gases to well-stirred dilute solutions, with the former becoming a limiting case of the latter. This extension is important for cellular systems, where the solvent molecules are typically water and the solute (reactant) molecules are much larger organic structures, whose relatively low populations often require a discrete-stochastic formalism. In the course of our derivation, we illuminate some limitations on the ability of the classical diffusion equation to accurately describe how a diffusing molecule moves on spatial and temporal scales that are relevant to collision-induced chemical reactions. ©2009 American Institute of Physics
History: Received 1 September 2009; accepted 2 October 2009; published 27 October 2009
Permalink: http://link.aip.org/link/?JCPSA6/131/164109/1
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KEYWORDS and PACS

Keywords
PACS
  • 82.20.Yn
    Solvent effects on reactivity in chemical kinetics
  • 82.30.Cf
    Atom and radical chemical reactions; chain reactions, molecule-molecule reactions
  • YEAR: 2009

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PUBLICATION DATA

ISSN:
0021-9606 (print)   1089-7690 (online)
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REFERENCES (17)

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  1. D. Gillespie, Physica A 188, 404 (1992).
  2. D. Gillespie, J. Phys. Chem. B 113, 1640 (2009).
  3. This result is most easily proved by appealing to the following well known theorem in random variable theory—a theorem that will be invoked in other contexts later in this paper. If N1 and N2 are statistically independent normal random variables with means µi and variances sigma<sub>i</sub><sup>2</sup> (i=1,2), then N1±N2 will be the normal random variable with mean µ1±µ2 and variance sigma<sub>1</sub><sup>2</sup>+sigma<sub>2</sub><sup>2</sup>. So, taking the x-component of the velocity of an Si molecule to be Ni with µi=0 and sigma<sub>i</sub><sup>2</sup>=kBTm<sub>i</sub><sup>-1</sup>, the x-component of the velocity of an S1 molecule relative to an S2 molecule will be N1N2, and that, by the theorem just stated, is a normal random variable with mean 0 and variance kBT(m<sub>1</sub><sup>-1</sup>+m<sub>2</sub><sup>-1</sup>)[equivalent]kBTm<sub>12</sub><sup>-1</sup>.
  4. R. D. Present, Kinetic Theory of Gases (McGraw-Hill, New York, 1958).
  5. F. C. Collins and G. E. Kimball, J. Colloid Sci. 4, 425 (1949).
  6. A. Einstein, Ann. Phys. 17, 549 (1905)
  7. A nice discussion of this paper is given in C. W. Gardiner, Handbook for Stochastic Methods in Physics, Chemistry and the Natural Sciences (Springer-Verlag, New York, 1985), Sec. 1.2.1.
  8. P. Langevin, Comptes Rendues 146, 530 (1908).
  9. See for example D. Gillespie, Am. J. Phys. 64, 225 (1996)
  10. 64, 1246 (1996).
  11. Einstein's formula (7) asserts that the x-coordinates of an S1 molecule and an S2 molecule evolve independently of each other according to X1(t)=[script N](x01,2D1t) and X2(t)=[script N](x02,2D2t). The x-coordinate of the S1 molecule relative to that of the S2 molecule, X12(t)=X1(t)−X2(t), is thus the difference, [script N](x01,2D1t)−[script N](x02,2D2t). That difference, according to the theorem stated in Ref. 3, is the normal random variable with mean x01x02 and variance 2D1t+2D2t. Therefore, the x-coordinate of the S1 molecule relative to the S2 molecule is X12(t)=[script N]((x01x02),2(D1+D2)t), which implies that the S1 molecule executes, relative to the S2 molecule, ordinary diffusional motion with diffusion coefficient D1+D2. This analysis of the relative motion of two diffusing molecules obviously assumes that they do not collide with other solute molecules; that condition should be reasonably well satisfied in the dilute case we are considering here.
  12. M. v. Smoluchowski, Z. Phys. Chem. 92, 129 (1917).
  13. B. Sveshnikoff, Acta Physicochim. U.R.S.S. 3, 257 (1935).
  14. This application of the addition law is justified since the probability for more than one reaction to occur in the next dt will be of higher order than 1 in dt, and hence negligibly small; therefore, the reaction events can be regarded as being “mutually exclusive.”
  15. S. S. Andrews and D. Bray, Phys. Biol. 1, 137 (2004).
  16. H. -X. Zhou and A. Szabo, J. Chem. Phys. 95, 5948 (1991)
  17. I. Gopich and A. Szabo, Chem. Phys. 284, 91 (2002)
    I. Gopich and A. Szabo, J. Chem. Phys. 117, 507 (2002).
  18. This is true only if dt is “infinitesimally small,” for only then we can ignore the possibility that some other molecule might spoil things by colliding with either member of the pair before they collide with each other.
  19. This invocation of the addition law of probability for mutually exclusive events is justified only if dt is infinitesimally small, since only then will the probability for more than one collision in dt be negligibly small.
  20. To the best of the author's knowledge, this result and its implications for trajectory simulation were first articulated by C. Gillespie (private communication), who discovered it numerically by carrying out a series of Monte Carlo simulation experiments using Eq. (8).

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