Saez-Rodriguez J, Hammerle-Fickinger A, Dalal O, Klamt S, Gilles E D, Conradi C
Harvard Medical School, Boston, MA 02115, USA.
IET Syst Biol. 2008 Mar;2(2):80-93. doi: 10.1049/iet-syb:20070012.
Protein domains are the basic units of signalling processes. The mechanisms they are involved in usually follow recurring patterns, such as phosphorylation/dephosphorylation cycles. A set of common motifs was defined and their dynamic models were analysed with respect to number and stability of steady states. In a first step, Feinberg's chemical reaction network theory was used to determine whether a motif can show multistationarity or not. The analysis revealed that, apart from double-step activation motifs including a distributive mechanism, only those motifs involving an autocatalytic reaction can show multistationarity. To further characterise these motifs, a large number of randomly chosen parameter sets leading to bistability was generated, followed by a bifurcation analysis of each parameter set and a statistical evaluation of the results. The statistical results can be used to explore robustness against noise, pointing to the observation that multistationarity at the single-motif level may not be a robust property; the range of protein concentrations compatible with multistationarity is fairly narrow. Furthermore, experimental evidence suggests that protein concentrations vary substantially between cells. Considering a motif designed to be a bistable switch, this implies that fluctuation of protein concentrations between cells would prevent a significant proportion of motifs from acting as a switch. The authors consider this to be a first step towards a catalogue of fully characterised signalling modules.
蛋白质结构域是信号传导过程的基本单位。它们所涉及的机制通常遵循反复出现的模式,如磷酸化/去磷酸化循环。定义了一组常见基序,并针对稳态的数量和稳定性分析了它们的动态模型。第一步,使用费恩伯格的化学反应网络理论来确定一个基序是否能表现出多稳态。分析表明,除了包括分布式机制的双步激活基序外,只有那些涉及自催化反应的基序才能表现出多稳态。为了进一步表征这些基序,生成了大量导致双稳态的随机选择的参数集,随后对每个参数集进行分岔分析并对结果进行统计评估。统计结果可用于探索对噪声的鲁棒性,这表明在单基序水平上的多稳态可能不是一个鲁棒特性;与多稳态兼容的蛋白质浓度范围相当窄。此外,实验证据表明细胞间蛋白质浓度差异很大。考虑到一个设计为双稳态开关的基序,这意味着细胞间蛋白质浓度的波动会阻止相当一部分基序起到开关的作用。作者认为这是迈向完全表征的信号模块目录的第一步。