Numerical Approach for Determining Impact of Steric Effects in Biological Ion Channel

Abidha Monica Gwecho, Wang Shu, Onyango Thomas Mboya
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Abstract

Flow through biological ion channel is understandably complex to support numerous and vital processes that promote life. To account for the biological evolution, mathematical modelling that incorporates electrostatic interaction of ions and effects due to size exclusion has been studied, conceivably with element of difficulty and inaccuracy. In this paper the Nernst-Planck(NP) equation for ion fluxes that uses Lennard Jonnes(LJ) potential to incorporate finite size effects in terms of hard sphere repulsion is examined. To minimize emerging numerical intricacy, the LJ potential is modified by a band limit function with a cut-off length to eliminate troublesome high frequencies in the integral function. This process is achieved through Fourier transform to simplify and hence render the mPNP equation solvable with precision. The resultant modified NP and Poisson equation representing electrostatic potential are then coupled to form system of equation which describes a realistic transport phenomena in ion channel. Consequently, to discretize the 2D steady system of equations, mixed finite element approach based on Taylor hood eight node square referenced elements is adopted. In the method, Galerkin weighted residual approach help obtain sparse matrix and finally Picard Method applied to the nonlinear terms in the algebraic equations to linearize them and improve rate of convergence. Iterative solution for the system of equations then obtained and concentration profiles of ion species under varied steric effects for mPNP are computed and analysed
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确定生物离子通道中空间效应影响的数值方法
可以理解,通过生物离子通道的流动是复杂的,以支持许多促进生命的重要过程。为了解释生物进化,已经研究了包含离子静电相互作用和尺寸排除效应的数学模型,可以想象具有困难和不准确的因素。本文研究了离子通量的能思特-普朗克(NP)方程,该方程利用伦纳德-琼斯(LJ)势来考虑硬球斥力方面的有限尺寸效应。为了最小化新出现的数值复杂性,LJ势通过带截止长度的带限制函数来修改,以消除积分函数中麻烦的高频。这一过程是通过傅里叶变换来实现的,从而使mPNP方程可以精确地求解。将由此得到的修正NP方程与表示静电势的泊松方程耦合,形成描述离子通道中实际输运现象的方程组。因此,采用基于Taylor hood八节点方形参考单元的混合有限元方法对二维稳态方程组进行离散化。该方法采用Galerkin加权残差法获取稀疏矩阵,最后采用Picard法对代数方程中的非线性项进行线性化,提高了收敛速度。计算并分析了该方程组的迭代解和不同空间效应下离子的浓度分布
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