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代谢网络结构与功能的Petri网分析 被引量:1

Petri nets analysis on structure and function of metabolic network
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摘要 发展基因组尺度代谢网络模型的模拟和分析方法有助于学习这些网络的结构与功能关系,是当前计算系统生物学领域的一个重要研究主题。由于具备严格的数学描述,直观的图形表达,外加存在众多的算法和工具,Petri网可能成为代谢网络模拟和分析的有力工具。应用位置/变迁网来分析代谢网络的结构与功能特征,首先建立了巴斯德毕赤酵母代谢的Petri网模型,随后计算了该模型中的P、T不变量,并讨论了它们的生物学意义。 The development of simulation and analysis methods for genome-scale metabolic network model can helpful for studying the structure and function' s relationship of these networks, and thus it is an important research topic in the field of computational system biology. With the rigorous mathematical formulation, the intuitive graphi- cal expression, plus the many algorithms and tools, Petri nets may become a powerful tool for metabolic network modeling and analysis. In this paper, the place/transition Petri nets are used to analyze the structural and functional characteristics of the metabolic network. A Petri nets model of the metabolism of Pichia pastoris is established, and the P, T invariant in the Petri nets model is calculated, their significance is also discussed.
出处 《计算机工程与应用》 CSCD 2012年第28期42-46,共5页 Computer Engineering and Applications
基金 国家自然科学基金资助项目(No.21071024)
关键词 PETRI网 代谢网络 系统生物学 Petri nets metabolic network systems biology
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参考文献11

  • 1Schellenberger J, Que R, Fleming R M T, et al.Quantitative prediction of cellular metabolism with constraint-based models: the COBRA Toolbox v2.0[J].Nature Protocols, 2011,6(9) : 1290-1307.
  • 2Aittokallio T, Schwikowski B.Graph-based methods for analysing networks in cell biology[J].Brief Bioinform, 2006,7 : 243-255.
  • 3Price N D, Reed J L, Palsson B O.Genome-scale models of microbial cells: evaluating the consequences of constraints[J].Nature Reviews Microbiology, 2004,2 ( 11 ) : 886-897.
  • 4Chaouiya C.Petri net modelling of biological networks[J]. Brief Bioinform, 2007,8 : 210-219.
  • 5林闯,杨宏坤,单志广.Petri网在生物信息学中的应用[J].计算机学报,2007,30(11):1889-1900. 被引量:18
  • 6Koch I,Heiner M.Petri nets in biological network analysis[M]//Junker B, Schreiber F.Analysis of Biological Networks.Wiley & Sons Book Series on Bioinformatics, 2008 : 139-179.
  • 7Ding D W,Li L N.Modeling and analyzing the metabolism of riboflavin production using Petri nets[J].Journal of Biological Systems, 2009, 17 (3) : 479-490.
  • 8Dragosits M, Stadlmann J, Albiol J, et al.The effect of temperature on the proteome of recombinant Pichia pastoris[J].J Proteome Res,2009,8(3) : 1380-1392.
  • 9Tortajada M, Llaneras F, Pico J.Validation of a constraint-based model of Pichia pastoris metabolism under data scarcity[J].BMC Systems Biology, 2010,4.
  • 10Ma H W, Zeng A EReconstruction of metabolic networks from genome data and analysis of their global structure for various organisms[J].Bioinformatics, 2003, 19: 270-277.

二级参考文献58

  • 1Petri C A.Kommunikation mit Automaten.Bonn:Schriften des Instituts fur Instrumentelle Mathematik,1962
  • 2Jacques Cohen.Bioinformatics-An introduction for computer scientists.ACM Computing Surveys,2004,36(2):122-158
  • 3Murata T.Petri nets:Properties,analysis and applications.Proceedings of the IEEE,1989,77(4):541-580
  • 4Peterson James L.Petri Net Theory and the Modeling of Systems.Englewood Cliffs,NJ:Prentice-Hall,Inc.,1981
  • 5Reddy V N,Liebman M N,Mavrovouniotis M L.Petri net representations in metabolic pathways//Proceedings of the International Conference on Intelligent Systems for Molecular Biology,San Diego,California,USA,1993,1:328-336
  • 6Herner M,Koch I.Petri net based model validation in systems biology//Proceedings of the 25th International Conference on Application and Theory of Petri Nets.Bologna,Italy,2004:216-237
  • 7Ionela Zevedei-Oancea,Stefan Schuster.Topological analysis of metabolic networks based on Petri net theory.Silico Biology,2003,3(3):323-345
  • 8Reddy V N,Liebman M N,Mavrovouniotis M L.Qualitative analysis of biochemical reaction systems.Computers in Biology and Medicine,1996,26(1):9-24
  • 9Samarrai W,Barjis I,Yeol J W,Ryu Y S.Modeling of carbohydrate metabolism:From dietary carbohydrate to pyruvic acid by Petri-Nets (PN)//Proceedings of the IEEE 31st Annual Northeast Bioengineering Conference 2005.2005:267-268
  • 10Joseph Barjis,Isaac Barjis.Formalization of the protein production by means of Petri nets//Proceedings of the 1999 International Conference on Information Intelligence and Systems.Washington DC,1999:4

共引文献17

同被引文献8

  • 1查锡良. 生物化学[M]. 上海:复旦大学出版社,2011:109–217.
  • 2Hofestadt R A. Petri net application to model metabolicprocesses[J]. Systems Analysis Modeling Simulation丆1994丆16(2)丗113.122.
  • 3Reddy V N,Liebman M N,Mavrovouniotis M L. Qualitativeanalysis of biochemical reaction systems[J]. Computersin Biology and Medicine,1996,26(1):9–24.
  • 4Matsuno H,Fujita S,Doi A,et al. Towards biopathwaymodeling and simulation[J]. Lecture Notes in ComputerScience,2003,2679:3–22.
  • 5Hardy S,Robillard P N. Petri net-based method for theanalysis of the dynamics of signal propagation in signalingpathways[J]. Bioinformatics,2008,24(2):209–217.
  • 6Li X Z,Wang L,Liu Y,et al. The modeling of theKrebs cycle based on hybrid Petri net[C].Fang X W.Proceeding of the 11th International Conference on Natural Computation(ICNC'15). Changsha:University of Hunan Press,2015:1187–1191.
  • 7Castellini A,Franco G,Manca V. Hybrid functional Petrinets as MP systems[J]. Natural Computing,2010,9(1):61–81.
  • 8Baldan P,Cocco N,Marin A,et al. Petri nets for modelingmetabolic pathways:A survey[J]. Natural Computing,2010,9(4):955–989.

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