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基于使用分化的NG108-15细胞的真实数学模型进行动作电位形状分析的毒素检测。

Toxin detection based on action potential shape analysis using a realistic mathematical model of differentiated NG108-15 cells.

作者信息

Mohan Dinesh K, Molnar Peter, Hickman James J

机构信息

Department of Electrical Engineering, Clemson University, Clemson, SC 29634, USA.

出版信息

Biosens Bioelectron. 2006 Mar 15;21(9):1804-11. doi: 10.1016/j.bios.2005.09.008. Epub 2006 Feb 3.

Abstract

The NG108-15 neuroblastoma/glioma hybrid cell line has been frequently used for toxin detection, pharmaceutical screening and as a whole-cell biosensor. However, detailed analysis of its action potentials during toxin or drug administration has not been accomplished previously using patch clamp electrophysiology. In order to explore the possibility of identifying toxins based on their effect on the shape of intracellularly or extracellularly detected action potentials, we created a computer model of the action potential generation of this cell type. To generate the experimental data to validate the model, voltage dependent sodium, potassium and high-threshold calcium currents, as well as action potentials, were recorded from NG108-15 cells with conventional whole-cell patch-clamp methods. Based on the classic Hodgkin-Huxley formalism and the linear thermodynamic description of the rate constants, ion-channel parameters were estimated using an automatic fitting method. Utilizing the established parameters, action potentials were generated in the model and were optimized to represent the actual recorded action potentials to establish baseline conditions. To demonstrate the applicability of the method for toxin detection and discrimination, the effect of tetrodotoxin (a sodium channel blocker) and tefluthrin (a pyrethroid that is a sodium channel opener) were studied. The two toxins affected the shape of the action potentials differently and their respective effects were identified based on the changes in the fitted parameters. Our results represent one of the first steps to establish a complex model of NG108-15 cells for quantitative toxin detection based on action potential shape analysis of the experimental results.

摘要

NG108 - 15神经母细胞瘤/胶质瘤杂交细胞系经常被用于毒素检测、药物筛选以及作为全细胞生物传感器。然而,此前尚未使用膜片钳电生理学方法对其在毒素或药物给药过程中的动作电位进行详细分析。为了探索基于毒素对细胞内或细胞外检测到的动作电位形状的影响来识别毒素的可能性,我们创建了这种细胞类型动作电位产生的计算机模型。为了生成验证该模型的实验数据,采用传统的全细胞膜片钳方法记录了NG108 - 15细胞的电压依赖性钠、钾和高阈值钙电流以及动作电位。基于经典的霍奇金 - 赫胥黎形式体系和速率常数的线性热力学描述,使用自动拟合方法估计离子通道参数。利用已确定的参数,在模型中生成动作电位并进行优化,以代表实际记录的动作电位,从而建立基线条件。为了证明该方法在毒素检测和鉴别中的适用性,研究了河豚毒素(一种钠通道阻滞剂)和七氟菊酯(一种作为钠通道开放剂的拟除虫菊酯)的作用。这两种毒素对动作电位形状的影响不同,并且根据拟合参数的变化确定了它们各自的作用。我们的结果代表了基于实验结果的动作电位形状分析建立用于定量毒素检测的NG108 - 15细胞复杂模型的第一步。

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