TY - JOUR
T1 - Dissecting the puzzle of life
T2 - Modularization of signal transduction networks
AU - Saez-Rodriguez, J.
AU - Kremling, A.
AU - Gilles, E. D.
N1 - Funding Information:
The authors would like to thank Prof. Lengeler for useful discussions. JSR would also like to thank B. Schoeberl for help with the EGF model and useful discussions. The authors are also thankful to anonymous reviewers for constructive comments. Work on the two-component system was supported by K. Jung and R. Heermann from TU Darmstadt and was financed in part by the Deutsche Forschungsgemeinschaft [JU 270/4-1 (K.J.)].
PY - 2005/2/15
Y1 - 2005/2/15
N2 - Cells have developed complex control networks which allow them to sense and response to changes in their environment. Although they have different underlying biochemical mechanisms, signal transduction units in prokaryotes and eukaryotes fulfill similar tasks, such as switching on or off a required process or amplifying a certain signal. The growing amount of data available allows the development of increasingly complex models which offer a detailed picture of signaling networks, but the properties of these systems as a whole become difficult to grasp. A sound strategy to untangle this complexity is a decomposition into smaller units or modules. How modules should be delimited, however, remains an unanswered question. We propose that units without retroactive effects might be an interesting criterion. In this contribution, this issue will be explored through several examples, starting with a simple two-component system in Escherichia coli up to the complex epidermal growth factor signaling pathway in human cells.
AB - Cells have developed complex control networks which allow them to sense and response to changes in their environment. Although they have different underlying biochemical mechanisms, signal transduction units in prokaryotes and eukaryotes fulfill similar tasks, such as switching on or off a required process or amplifying a certain signal. The growing amount of data available allows the development of increasingly complex models which offer a detailed picture of signaling networks, but the properties of these systems as a whole become difficult to grasp. A sound strategy to untangle this complexity is a decomposition into smaller units or modules. How modules should be delimited, however, remains an unanswered question. We propose that units without retroactive effects might be an interesting criterion. In this contribution, this issue will be explored through several examples, starting with a simple two-component system in Escherichia coli up to the complex epidermal growth factor signaling pathway in human cells.
KW - Mathematical modeling
KW - Modularity
KW - Signal transduction
KW - Systems biology
UR - http://www.scopus.com/inward/record.url?scp=15744394108&partnerID=8YFLogxK
U2 - 10.1016/j.compchemeng.2004.08.035
DO - 10.1016/j.compchemeng.2004.08.035
M3 - Article
AN - SCOPUS:15744394108
SN - 0098-1354
VL - 29
SP - 619
EP - 629
JO - Computers and Chemical Engineering
JF - Computers and Chemical Engineering
IS - 3
ER -