A SystemC Platform for Signal Transduction Modelling and Simulation in Systems Biology

Rosario Distefano, F. Fummi, C. Laudanna, N. Bombieri, R. Giugno
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引用次数: 3

Abstract

Signal transduction is a class of cell's biological processes, which are commonly represented as highly concurrent reactive systems. In the Systems Biology community, modelling and simulation of signal transduction require overcoming issues like discrete event-based execution of complex systems, description from building blocks through composition and encapsulation, description at different levels of granularity, methods for abstraction and refinement. This paper presents a signal transduction modelling and simulation platform based on SystemC, and shows how the platform allows handling the system complexity by modelling it at different abstraction levels. The paper reports the results obtained by applying the platform to model the intracellular signalling network controlling integrin activation mediating leukocyte recruitment from the blood into the tissues.
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系统生物学中信号转导建模与仿真的SystemC平台
信号转导是一类细胞的生物过程,通常表现为高度并发的反应系统。在系统生物学社区中,信号转导的建模和模拟需要克服诸如复杂系统的离散事件执行,从构建块到组合和封装的描述,不同粒度级别的描述,抽象和细化方法等问题。本文提出了一个基于SystemC的信号转导建模与仿真平台,并展示了该平台如何通过在不同抽象层次上对系统进行建模来处理系统复杂性。本文报道了应用该平台模拟控制整合素激活介导白细胞从血液向组织募集的细胞内信号网络所获得的结果。
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