Elsevier

Biosystems

Volume 41, Issue 1, January 1997, Pages 17-27
Biosystems

A two-dimensional compartment model for the reaction-diffusion system of acetylcholine in the synaptic cleft at the neuromuscular junction

https://doi.org/10.1016/S0303-2647(96)01659-0Get rights and content

Abstract

A minimal compartment model of the reaction-diffusion system (RD system) of a neurotransmitter in a two-dimensional space of axis-symmetrical disc is proposed to represent the chemical transmission process of a quantum of acetylcholine (ACh) in the synaptic cleft at the neuromuscular junction. The behavior of the RD system for ACh is expressed by a two-dimensional diffusion equation with nonlinear reaction terms due to the rate processes for ACh receptor and acetylcholinesterase. The simulation analysis of the RD system reveals that the radial diffusion process of ACh has more distinctive effects on spontaneous generation of the miniature endplate current (MEPC) than the transverse process. The anisotropic diffusion is effective in the RD system since the diffusion coefficient of ACh in the radial direction is evaluated to be about 1.0×10−6 cm2 sec−1 for appropriate characterization of the MEPC, on which the diffusion coefficient in the transverse direction larger than 2.0×10−6 cm2 sec−1 has virtually no effects. The compartment model is thus appropriately constructed to comprise three elements on the transverse coordinate and ten elements on the radial coordinate in the disc with 500 nm of radius and 50 nm of height.

Introduction

In processing of the neuronal signals, the synaptic chemical transmission is an important process, and investigation of the molecular events in the process has led to the neurotransmitter theory (Mathews, 1986). The dynamic behavior of the neurotransmitter in diffusion through the synaptic cleft and action at the synaptic membranes is engaged in a fundamental function for the transmission process. Analysis of such behavior can be performed most appropriately with representation of the transmission process as a reaction-diffusion system (RD system) for the neurotransmitter because the experimental analysis still is practically difficult for the molecular processes in the cleft. Some mathematical models for the dynamic behavior of acetylcholine (ACh), a typical neurotransmitter, in spontaneous generation of the miniature endplate current (MEPC) at the neuromuscular junction have been proposed to analyze the transient process of the synaptic chemical transmission. In the model of Rosenberry (Rosenberry, 1979), the radial diffusion of ACh is treated in the two axis-symmetrical compartments with homogeneity in the transverse direction, while in the model of Thomas (Friboulet and Thomas, 1993) the transverse coordinate is discretized and the radial diffusion undergoes simple efflux of ACh due to the concentration gradient.

In this study, the one-dimensional compartment models of Rosenberry and Thomas are extended to a two-dimensional compartment model for examination of the effects of transverse and radial diffusion of ACh on the transient behavior of the chemical transmission process. The process is hence represented as an RD system, in which the ACh concentration varies with time and position in a two-dimensional space of axis-symmetrical disc of the synaptic cleft, due to transverse and radial diffusion of ACh and its interaction with the ACh receptor (AChR) and acetylcholinesterase (AChE). The variation in concentration of the open channel form of AChR in response to the interaction of AChR with incoming ACh corresponds to transient evolution of the MEPC. The behavior of this RD system of ACh is mathematically expressed by a two-dimensional diffusion equation with nonlinear reaction terms for ACh and a set of nonlinear ordinary differential equations governing the rate processes for AChR and AChE, which are distributed at the spatial points in the disc.

The analysis of temporal behavior of the RD system employs computer simulation, that is, discretization of both the transverse and radial coordinates in the space for the partial differential equation and numerical integration of the governing ordinary differential equations under various conditions (Hayashi and Sakamoto, 1986). Simulation of the response of the RD system to release of a single quantal packet of ACh into the cleft leads to characterization of the transverse and radial diffusion processes of ACh in the chemical transmission with reference to their effect on spontaneous generation of the MEPC. Based on an optimal selection of the subdivision numbers and critical radius for the simulation, a minimal compartment model is proposed which comprises three and ten compartments in the transverse and radial directions, respectively, in a disc with 500 nm of radius and 50 nm of height. Evaluation of the diffusion coefficients in the transverse and radial directions suggests anisotropic diffusion for this two-dimensional compartment model to represent the characteristic behavior of the chemical transmission process.

Section snippets

Formulation of the reaction-diffusion system

The following phenomena are essential in the chemical transmission with ACh as described in the construction of Thomas' model (Friboulet and Thomas, 1993), and taken into consideration for mathematical modeling of the RD system in this study. The RD system occupies a space of axis-symmetrical disc with a radius responsible for spontaneous generation of the MEPC and 50 nm height for transverse distance in the synaptic cleft. In the disc, the radial distribution of ACh concentration is assumed to

Simulation method

The partial differential equation governing the RD system of ACh in Eq. 3 is numerically solved under the specified boundary and initial conditions to reveal the behavior of the system after the release of ACh into the synaptic cleft. The boundary conditions for ACh are expressed by∂A(x,r,t)∂x=0 at x=0andx=w;and∂A(x,r,t)∂r=0 at r=0andA(x,d,t)=0,so that ACh cannot leak out at either end of the disc, but its removal by radial diffusion takes place at the side surface of the disc. The initial

Effects of diffusion rates on the response characteristics

The behavior of the RD system of ACh is naturally dependent on the value of diffusion coefficient of ACh. Its accurate value in the milieu of the synaptic cleft is unknown, but certainly is smaller than the value in water (7.6×10−6 cm2 sec−1). A rational evaluation is possible by simulation of the minimal compartment model with various values of Dt and Dr. In optimal selection of the critical radius and compartment numbers for the model, it is noted that the radial diffusion process, in

Discussion

In this study, a compartment model is constructed to represent the chemical transmission process of ACh at the neuromuscular junction as an RD system in a two-dimensional space of axis-symmetrical disc of the synaptic cleft for spontaneous generation of the MEPC. The model is comprised of three compartments in the transverse direction and ten compartments in the radial direction in the disc so that the compartment numbers in the respective directions are minimal and yet suited for

References (11)

  • Bartol, T.M.J., Land, B.R., Salpeter, E.E. and Salpeter, M.M., 1991, Monte Carlo simulation of miniature endplate...
  • Friboulet, A. and Thomas, D., 1993, Reaction-diffusion coupling in a structured system: application to the quantitative...
  • Hayashi, K. and Sakamoto, N., 1986, Dynamic Analysis of Enzyme Systems (JSSP/Springer-Verlag,...
  • Land, B.R., Harris, W.V., Salpeter, E.E. and Salpeter, M.M., 1984, Diffusion and binding constants for acetylcholine...
  • Mathews, G.G., 1986, Cellular Physiology of Nerve and Muscle (Blackwell Scientific Publications, Palo...
There are more references available in the full text version of this article.

Cited by (11)

View all citing articles on Scopus
View full text