Angeli David, Ferrell James E, Sontag Eduardo D
Dipartimento di Sistemi e Informatica, University of Florence, 50139 Florence, Italy.
Proc Natl Acad Sci U S A. 2004 Feb 17;101(7):1822-7. doi: 10.1073/pnas.0308265100. Epub 2004 Feb 6.
It is becoming increasingly clear that bistability (or, more generally, multistability) is an important recurring theme in cell signaling. Bistability may be of particular relevance to biological systems that switch between discrete states, generate oscillatory responses, or "remember" transitory stimuli. Standard mathematical methods allow the detection of bistability in some very simple feedback systems (systems with one or two proteins or genes that either activate each other or inhibit each other), but realistic depictions of signal transduction networks are invariably much more complex. Here, we show that for a class of feedback systems of arbitrary order the stability properties of the system can be deduced mathematically from how the system behaves when feedback is blocked. Provided that this open-loop, feedback-blocked system is monotone and possesses a sigmoidal characteristic, the system is guaranteed to be bistable for some range of feedback strengths. We present a simple graphical method for deducing the stability behavior and bifurcation diagrams for such systems and illustrate the method with two examples taken from recent experimental studies of bistable systems: a two-variable Cdc2/Wee1 system and a more complicated five-variable mitogen-activated protein kinase cascade.
越来越明显的是,双稳态(或者更一般地说,多稳态)是细胞信号传导中一个反复出现的重要主题。双稳态可能与在离散状态之间切换、产生振荡反应或“记忆”短暂刺激的生物系统特别相关。标准数学方法能够在一些非常简单的反馈系统(具有一两个相互激活或相互抑制的蛋白质或基因的系统)中检测到双稳态,但信号转导网络的实际描述总是要复杂得多。在这里,我们表明,对于一类任意阶的反馈系统,系统的稳定性特性可以从反馈被阻断时系统的行为数学推导出来。只要这个开环的、反馈被阻断的系统是单调的并且具有S形特性,那么在一定范围的反馈强度下,该系统就保证是双稳态的。我们提出了一种简单的图形方法来推导此类系统稳定性行为和分岔图,并用从双稳态系统最近实验研究中选取的两个例子来说明该方法:一个双变量的Cdc2/Wee1系统和一个更复杂的五变量丝裂原活化蛋白激酶级联反应。