학술논문

Ultrasensitivity in signaling cascades revisited: Linking local and global ultrasensitivity estimations.
Document Type
Article
Source
PLoS ONE. 6/29/2017, Vol. 12 Issue 6, p1-18. 18p.
Subject
*CELL communication
*STIMULUS & response (Biology)
*CELLULAR signal transduction
*MITOGEN-activated protein kinases
*MATHEMATICAL models
Language
ISSN
1932-6203
Abstract
Ultrasensitive response motifs, capable of converting graded stimuli into binary responses, are well-conserved in signal transduction networks. Although it has been shown that a cascade arrangement of multiple ultrasensitive modules can enhance the system’s ultrasensitivity, how a given combination of layers affects a cascade’s ultrasensitivity remains an open question for the general case. Here, we introduce a methodology that allows us to determine the presence of sequestration effects and to quantify the relative contribution of each module to the overall cascade’s ultrasensitivity. The proposed analysis framework provides a natural link between global and local ultrasensitivity descriptors and it is particularly well-suited to characterize and understand mathematical models used to study real biological systems. As a case study, we have considered three mathematical models introduced by O’Shaughnessy et al. to study a tunable synthetic MAPK cascade, and we show how our methodology can help modelers better understand alternative models. [ABSTRACT FROM AUTHOR]