Bielecki Andrzej, Kalita Piotr, Lewandowski Marian, Siwek Bartłomiej
Institute of Computer Science, Jagiellonian University, Łojasiewicza 6, 30-348, Kraków, Poland.
Biol Cybern. 2010 Jun;102(6):489-502. doi: 10.1007/s00422-010-0380-z. Epub 2010 Apr 21.
Neurotransmitters in the terminal bouton of a presynaptic neuron are stored in vesicles, which diffuse in the cytoplasm and, after a stimulation signal is received, fuse with the membrane and release its contents into the synaptic cleft. It is commonly assumed that vesicles belong to three pools whose content is gradually exploited during the stimulation. This article presents a model that relies on the assumption that the release ability is associated with the vesicle location in the bouton. As a modeling tool, partial differential equations are chosen as they allow one to express the continuous dependence of the unknown vesicle concentration on both the time and space variables. The model represents the synthesis, concentration-gradient-driven diffusion, and accumulation of vesicles as well as the release of neuroactive substances into the cleft. An initial and boundary value problem is numerically solved using the finite element method (FEM) and the simulation results are presented and discussed. Simulations were run for various assumptions concerning the parameters that govern the synthesis and diffusion processes. The obtained results are shown to be consistent with those obtained for a compartment model based on ordinary differential equations. Such studies can be helpful in gaining a deeper understanding of synaptic processes including physiological pathologies. Furthermore, such mathematical models can be useful for estimating the biological parameters that are included in a model and are hard or impossible to measure directly.
突触前神经元终末小体中的神经递质存储于囊泡中,这些囊泡在细胞质中扩散,在接收到刺激信号后,与细胞膜融合并将其内容物释放到突触间隙中。通常认为囊泡可分为三个池,其内容物在刺激过程中会逐渐被消耗。本文提出了一个模型,该模型基于释放能力与囊泡在终末小体中的位置相关这一假设。作为一种建模工具,选择了偏微分方程,因为它们能够表达未知囊泡浓度对时间和空间变量的连续依赖性。该模型描述了囊泡的合成、浓度梯度驱动的扩散、积累以及神经活性物质释放到间隙中的过程。使用有限元方法(FEM)对一个初边值问题进行了数值求解,并给出和讨论了模拟结果。针对控制合成和扩散过程的参数的各种假设进行了模拟。结果表明,所得结果与基于常微分方程的房室模型所得结果一致。此类研究有助于更深入地理解包括生理病理学在内的突触过程。此外,此类数学模型对于估计模型中包含的、难以或无法直接测量的生物学参数可能很有用。