Lx. Dai et Rm. Miura, A lattice cellular automata model for ion diffusion in the brain-cell microenvironment and determination of tortuosity and volume fraction, SIAM J A MA, 59(6), 1999, pp. 2247-2273
In the brain-cell microenvironment, the movement of ions is by diffusion wh
en there is not any electrical activity in either the cells or the external
ly applied electric field. In this complex medium, the primary constraints
on long-range diffusion are due to the geometrical properties of the medium
, especially tortuosity and volume fraction, which are lumped parameters th
at incorporate local geometrical properties such as connectivity and pore s
ize. In this paper, we study the effects of these geometrical properties in
mimicking the experimental situation in the brain. We build a lattice cell
ular automata model for ion diffusion within the brain-cell microenvironmen
t and perform numerical simulations using the corresponding lattice Boltzma
nn equation. In this model, particle injection mimics extracellular ion inj
ection from a microelectrode in experiments. As an application of the model
, we combine the results from the simulations with porous media theory to c
ompute tortuosities and volume fractions for various regular and irregular
porous media. Porous media theory previously had been combined with diffusi
on experiments in brain tissue to determine tortuosity and volume fraction.
As in the case of the diffusion experiments, porous media theory gives a g
ood approximation to the numerical simulations. We conclude that the lattic
e Boltzmann equation can accurately describe ion diffusion in the extracell
ular space of brain tissue.