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A High-Level Language for Rule-Based Modelling

机译:用于基于规则的建模的高级语言

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摘要

Rule-based languages such as Kappa excel in their support for handling the combinatorial complexities prevalent in many biological systems, including signalling pathways. But Kappa provides little structure for organising rules, and large models can therefore be hard to read and maintain. This paper introduces a high-level, modular extension of Kappa called LBS-κ. We demonstrate the constructs of the language through examples and three case studies: a chemotaxis switch ring, a MAPK cascade, and an insulin signalling pathway. We then provide a formal definition of LBS-κ through an abstract syntax and a translation to plain Kappa. The translation is implemented in a compiler tool which is available as a web application. We finally demonstrate how to increase the expressivity of LBS-κ through embedded scripts in a general-purpose programming language, a technique which we view as generally applicable to other domain specific languages.
机译:诸如Kappa之类的基于规则的语言在处理许多生物系统(包括信号通路)中普遍存在的组合复杂性方面提供了出色的支持。但是Kappa几乎没有组织规则的结构,因此大型模型可能很难阅读和维护。本文介绍了Kappa的高级模块化扩展,称为LBS-κ。我们通过示例和三个案例研究证明了该语言的构造:趋化性开关环,MAPK级联和胰岛素信号通路。然后,我们通过抽象语法和对纯Kappa的翻译来提供LBS-κ的正式定义。转换是在可作为Web应用程序使用的编译器工具中实现的。最后,我们演示了如何通过通用编程语言中的嵌入式脚本提高LBS-κ的表达性,我们认为该技术通常适用于其他领域特定的语言。

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