首页 | 本学科首页   官方微博 | 高级检索  
     


A hybrid systems framework for cellular processes
Authors:Cho Kwang-Hyun  Johansson Karl Henrik  Wolkenhauer Olaf
Affiliation:College of Medicine, Seoul National University, Seoul 110-799, Korea. ckh-sb@snu.ac.kr
Abstract:With the availability of technologies that allow us to obtain stimulus-response time series data for modeling and system identification, there is going to be an increasing need for conceptual frameworks in which to formulate and test hypotheses about intra- and inter-cellular dynamics, in general and not just dependent on a particular cell line, cell type, organism, or technology. While the semantics can be quite different, biologists and systems scientists use in many cases a similar language (notion of feedback, regulation, etc.). A more abstract system-theoretic framework for signals, systems, and control could provide the biologist with an interface between the domains. Apart from recent examples to identify functional elements and describing them in engineering terms, there have been various more abstract developments to describe dynamics at the cell level in the past. This includes Rosen's (M,R)-systems. This paper presents an abstract and general compact mathematical framework of intracellular dynamics, regulation and regime switching inspired by (M,R)-theory and based on hybrid automata.
Keywords:Systems biology   Cellular processes   (M,R)-theory   Dynamical model   Hybrid automata
本文献已被 ScienceDirect PubMed 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号