Simulation system for multiscale biological function models that require complex calculation scheme

A. Amano, Florencio Punzalan Rusty, T. Shimayoshi, Y. Kunieda
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Abstract

Many biological findings are continuously reported in the life science area. Most of them are reports on the correlations between some proteins, or correlations between some proteins and macroscopic phenomena such as whole body hemodynamics. In order to understand the underlying mechanisms of the biological systems, simulation and analysis of multiscale biological function models are considered useful. Since the complex calculation schemes are necessary to calculate these models efficiently, it is useful to represent both the biological function models and the calculation schemes in descriptive languages which are readable by the computer programs. In this report, we introduce our simulation system which generates simulation programs from biological function models and calculation schemes both described by description languages. Using our system, we were able to generate simulation programs for a hemodynamic simulation model coupling a ventricular myocyte model and a whole body circulation model, a simulation model that evaluates the changes in action potential of a ventricular myocyte model after drug administration, and a program that calculates the changes in action potential of ventricular myocytes by changing specific parameters.
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需要复杂计算方案的多尺度生物功能模型仿真系统
生命科学领域不断报道许多生物学上的发现。它们大多是关于某些蛋白质之间的相关性,或某些蛋白质与宏观现象(如全身血流动力学)之间的相关性的报道。为了了解生物系统的潜在机制,多尺度生物功能模型的模拟和分析被认为是有用的。由于要有效地计算这些模型需要复杂的计算方案,因此用计算机程序可读的描述性语言来表示生物功能模型和计算方案是有用的。在本报告中,我们介绍了我们的仿真系统,该系统由描述语言描述的生物功能模型和计算方案生成仿真程序。利用我们的系统,我们能够生成一个耦合心室肌细胞模型和全身循环模型的血流动力学模拟模型的模拟程序,一个评估心室肌细胞模型在给药后动作电位变化的模拟模型,以及一个通过改变特定参数计算心室肌细胞动作电位变化的程序。
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