Simulating the cellular passive transport of glucose using a time-dependent extension of Gillespie algorithm for stochastic pi-calculus.
Realistic simulations of the biological systems evolution require a mathematical model of the stochasticity of the involved processes and a formalism for specifying the concurrent nature of the biochemical interactions. A time-dependent extension of the Gillespie algorithm implementing the race condition of the stochastic pi-calculus formalism satisfies both these requirements. This paper formulates those modifications to the original Gillespie algorithm necessary when the time dependence of the reaction propensity is due to changes either of volume or temperature. This re-formulation has been incorporated in the framework of stochastic pi-calculus and has been applied to simulate the passive glucose cellular transport.
Lecca
Paola
P
Microsoft Research, University of Trento, Centre for Computational and System Biology, Italy. lecca@cosbi.eu
D000465:Algorithms; D001692:Biological Transport / Q000502:physiology; D003198:Computer Simulation; D005947:Glucose / Q000378:metabolism*; D008954:Models, Biological
D005947:Glucose