Hybrid Petri net based modeling for biological pathway simulation

被引:10
|
作者
Matsuno, Hiroshi [1 ]
Nagasaki, Masao [2 ]
Miyano, Satoru [2 ]
机构
[1] Yamaguchi Univ, Grad Sch Sci & Engn, Yamaguchi 7538512, Japan
[2] Univ Tokyo, Inst Med Sci, Ctr Human Genome, Minato Ku, Tokyo 1088639, Japan
关键词
Hybrid Petri net; Cell Illustrator; Pathway simulation; KAIC PHOSPHORYLATION; DYNAMICS;
D O I
10.1007/s11047-009-9164-6
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Hybrid Petri net (HPN) is an extension of the Petri net formalism, which enables us to handle continuous information in addition to discrete information. Firstly, this paper demonstrates how biological pathways can be modeled by the integration of discrete and continuous elements, with an example of the lambda phage genetic switch system including induction and retroregulation mechanisms. Although HPN allows intuitive modeling of biological pathways, some fundamental biological processes such as complex formation cannot be represented with HPN. Thus, this paper next provides the formal definition of hybrid functional Petri net with extension (HFPNe), which has high potential for modeling various kinds of biological processes. Cell Illustrator is a software tool developed on the basis of the definition of HFPNe. Hypothesis creation by Cell Illustrator is demonstrated with the example of the cyanobacterial circadian gene clock system. Finally, our ongoing tasks, which include the development of a computational platform for systems biology, are presented.
引用
收藏
页码:1099 / 1120
页数:22
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