Modelling Cell Cycle using Different Levels of Representation

被引:1
作者
Basuki, Thomas Anung [1 ,2 ]
Cerone, Antonio [1 ]
Carvalho, Rafael V. [1 ]
机构
[1] United Nations Univ, Int Inst Software Technol, Macau, Peoples R China
[2] Univ Pisa, Dipartimento Informat, I-56127 Pisa, Italy
来源
ELECTRONIC PROCEEDINGS IN THEORETICAL COMPUTER SCIENCE | 2009年 / 11期
关键词
D O I
10.4204/EPTCS.11.4
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Understanding the behaviour of biological systems requires a complex setting of in vitro and in vivo experiments, which attracts high costs in terms of time and resources. The use of mathematical models allows researchers to perform computerised simulations of biological systems, which are called in silico experiments, to attain important insights and predictions about the system behaviour with a considerably lower cost. Computer visualisation is an important part of this approach, since it provides a realistic representation of the system behaviour. We define a formal methodology to model biological systems using different levels of representation: a purely formal representation, which we call molecular level, models the biochemical dynamics of the system; visualisation-oriented representations, which we call visual levels, provide views of the biological system at a higher level of organisation and are equipped with the necessary spatial information to generate the appropriate visualisation. We choose Spatial CLS, a formal language belonging to the class of Calculi of Looping Sequences, as the formalism for modelling all representation levels. We illustrate our approach using the budding yeast cell cycle as a case study.
引用
收藏
页码:51 / 69
页数:19
相关论文
共 37 条
[1]   GemCell: A generic platform for modeling multi-cellular biological systems [J].
Amir-Kroll, Hila ;
Sadot, Avital ;
Cohen, Irun R. ;
Harel, David .
THEORETICAL COMPUTER SCIENCE, 2008, 391 (03) :276-290
[2]   Spatial Calculus of Looping Sequences [J].
Barbuti, Roberto ;
Maggiolo-Schettini, Andrea ;
Milazzo, Paolo ;
Pardini, Giovanni .
ELECTRONIC NOTES IN THEORETICAL COMPUTER SCIENCE, 2009, 229 (01) :21-39
[3]  
Barbuti R, 2008, LECT NOTES COMPUT SC, V5016, P387
[4]   Translating Stochastic CLS into Maude [J].
Basuki, Thomas Anung ;
Cerone, Antonio ;
Milazzo, Paolo .
ELECTRONIC NOTES IN THEORETICAL COMPUTER SCIENCE, 2009, 227 (0C) :37-58
[5]  
Bianco L, 2007, LECT NOTES COMPUT SC, V4860, P1
[6]   BIOCHAM: an environment for modeling biological systems and formalizing experimental knowledge [J].
Calzone, Laurence ;
Fages, Francois ;
Soliman, Sylvain .
BIOINFORMATICS, 2006, 22 (14) :1805-1807
[7]  
Cardelli L, 2005, LECT NOTES COMPUT SC, V3082, P257
[8]  
Chabrier-Rivier N, 2005, LECT NOTES COMPUT SC, V3082, P172
[9]   Integrative analysis of cell cycle control in budding yeast [J].
Chen, KC ;
Calzone, L ;
Csikasz-Nagy, A ;
Cross, FR ;
Novak, B ;
Tyson, JJ .
MOLECULAR BIOLOGY OF THE CELL, 2004, 15 (08) :3841-3862
[10]  
Chiarugi D, 2005, LECT NOTES COMPUT SC, V3082, P207