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ALC: automated reduction of rule-based models

机译:ALC:自动减少基于规则的模型

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Background Combinatorial complexity is a challenging problem for the modeling of cellular signal transduction since the association of a few proteins can give rise to an enormous amount of feasible protein complexes. The layer-based approach is an approximative, but accurate method for the mathematical modeling of signaling systems with inherent combinatorial complexity. The number of variables in the simulation equations is highly reduced and the resulting dynamic models show a pronounced modularity. Layer-based modeling allows for the modeling of systems not accessible previously. Results ALC (Automated Layer Construction) is a computer program that highly simplifies the building of reduced modular models, according to the layer-based approach. The model is defined using a simple but powerful rule-based syntax that supports the concepts of modularity and macrostates. ALC performs consistency checks on the model definition and provides the model output in different formats (C MEX, MATLAB, Mathematica and SBML) as ready-to-run simulation files. ALC also provides additional documentation files that simplify the publication or presentation of the models. The tool can be used offline or via a form on the ALC website. Conclusion ALC allows for a simple rule-based generation of layer-based reduced models. The model files are given in different formats as ready-to-run simulation files.
机译:背景技术对于细胞信号转导的建模,组合复杂性是一个具有挑战性的问题,因为几种蛋白质的结合会产生大量可行的蛋白质复合物。基于层的方法是具有固有组合复杂性的信号系统数学建模的一种近似但精确的方法。仿真方程中的变量数量大大减少,生成的动态模型显示出明显的模块化性。基于层的建模允许对以前无法访问的系统进行建模。结果ALC(自动层构建)是一种计算机程序,根据基于层的方法,该程序极大地简化了简化模块化模型的构建。使用简单但功能强大的基于规则的语法定义模型,该语法支持模块化和宏状态的概念。 ALC对模型定义进行一致性检查,并以不同格式(C MEX,MATLAB,Mathematica和SBML)提供模型输出,以作为现成的仿真文件。 ALC还提供了其他文档文件,可简化模型的发布或表示。该工具可以脱机使用,也可以通过ALC网站上的表格使用。结论ALC允许基于规则的简单生成基于层的简化模型。模型文件以不同的格式提供,可以直接运行。

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