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用于查询细胞相互作用网络动态模型的时态逻辑模式。

Temporal logic patterns for querying dynamic models of cellular interaction networks.

作者信息

Monteiro Pedro T, Ropers Delphine, Mateescu Radu, Freitas Ana T, de Jong Hidde

机构信息

INRIA Grenoble, Rhône-Alpes, 655 Av de l'Europe, Montbonnot, 38334 St Ismier Cedex, France.

出版信息

Bioinformatics. 2008 Aug 15;24(16):i227-33. doi: 10.1093/bioinformatics/btn275.

Abstract

MOTIVATION

Models of the dynamics of cellular interaction networks have become increasingly larger in recent years. Formal verification based on model checking provides a powerful technology to keep up with this increase in scale and complexity. The application of modelchecking approaches is hampered, however, by the difficulty for nonexpert users to formulate appropriate questions in temporal logic.

RESULTS

In order to deal with this problem, we propose the use of patterns, that is, high-level query templates that capture recurring biological questions and can be automatically translated into temporal logic. The applicability of the developed set of patterns has been investigated by the analysis of an extended model of the network of global regulators controlling the carbon starvation response in Escherichia coli.

AVAILABILITY

GNA and the model of the carbon starvation response network are available at http://www-helix.inrialpes.fr/gna.

摘要

动机

近年来,细胞相互作用网络动力学模型的规模越来越大。基于模型检查的形式验证提供了一种强大的技术来跟上这种规模和复杂性的增长。然而,非专业用户难以用时态逻辑来表述恰当的问题,这阻碍了模型检查方法的应用。

结果

为了解决这个问题,我们建议使用模式,即捕获反复出现的生物学问题并能自动转换为时态逻辑的高级查询模板。通过分析控制大肠杆菌碳饥饿反应的全局调节因子网络的扩展模型,研究了所开发的一组模式的适用性。

可用性

GNA和碳饥饿反应网络模型可在http://www-helix.inrialpes.fr/gna获取。

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