使用多智能体系统模拟MAPK通路

G. Querrec, V. Rodin, J. Abgrall, S. Kerdélo, J. Tisseau
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引用次数: 16

摘要

自从分子生物学出现以来,人们对控制细胞行为的细胞内网络有了更深入的了解。与此同时,数学和计算机科学的进步使人们能够模拟这种复杂的现象。此外,大多数方法需要系统的全局解析,这使得它难以创建和修改。在这项研究中,我们提出了一种多智能体系统(MAS)的分布式方法来模拟MAPK通路。我们的结果表明,这样的模拟是可能的,并允许“虚拟”实验,即在其执行过程中的模型扰动。
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Uses of multiagents systems for simulation of MAPK pathway
Since emergence of molecular biology, one has improved knowledge about intracellular networks controlling cell behavior. In parallel, advances in mathematic and computer science allow one to simulate such complex phenomena. Moreover, most methods need a global resolution of the system which makes it difficult to be created and modified. We proposed, in this study, a distributed approach by multiagent system (MAS), to simulate the MAPK pathway. Our results show that such simulation is possible and allows "in virtuo" experimentation, i.e. model perturbation during its execution.
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