IUBio

simulation review redux

Michael C. Kohn kohn at valiant.niehs.nih.gov
Thu Jan 11 08:52:04 EST 2001


>Someone who is often overlooked in the BG (Before gemonics) simulation era
>is David Park. He developed a simulation packaged called (I think) Metasim,
>it wasn't so much the package as the algorithm he implemented. He has a
>paper in J theor biol, 1974 where he describes in some depth how to
>dynamically partition reactions which are fast and can be treated as if they
>are in quasi-steady state and those which are not. During the simulation
>these two groups change composition as fast reactions become slow and slow
>reactions become fast. Quite impressive and as far as I know it's never been
>implemented since.The advantage of this is that for large models simulations
>time can be greatly reduced and numerical integration is easier.

The BIOSSIM package developed by the Garfinkel group in the 1970s 
included a matrix method for computing corrections to the time 
derivatives of the state variables when the corresponding chemicals 
participated in rapid equilibria. These reactions were flagged as 
fast reactions which were assumed to equilibrate on the time scale of 
a single integration step. We used this feature for such processes as 
chelation equilibria and other non-enzymatic reactions. This approach 
minimized the stiffness of the integration and greatly reduced the 
computation time. Also, we assumed that the ligand binding was in a 
quasi-steady state, separated out the ligand binding equations for 
enzymes, and distributed the enzyme forms algebraically. The 
enzymatic rate was then calculated from the instantaneous enzyme 
distribution. This too improved stiffness and sped the computation. 
As far as I know, no one has implemented Park's idea of dynamically 
determining if a reaction is sufficiently fast.

Michael C. Kohn

Laboratory of Computational Biology and Risk Analysis
National Institute of Environmental Health Sciences
P.O. Box 12233, Mail Drop A3-06
Research Triangle Park, NC 27709-2233

919-541-4929 (voice)
919-541-1470 (Fax)

E-mail: kohn at valiant.niehs.nih.gov

Web site: http://valiant.niehs.nih.gov


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