School of Mathematical Sciences, University of Nottingham, University Park, Nottingham, NG7 2RD, UK.
Bull Math Biol. 2010 Aug;72(6):1383-407. doi: 10.1007/s11538-009-9497-4. Epub 2010 Feb 5.
The hormone auxin is implicated in regulating a diverse range of developmental processes in plants. Auxin acts in part by inducing the Aux/IAA genes. The associated pathway comprises multiple negative feedback loops (whereby Aux/IAA proteins can repress Aux/IAA genes) that are disrupted by auxin mediating the turnover of Aux/IAA protein. In this paper, we develop a mathematical model of a single Aux/IAA negative feedback loop in a population of identical cells. The model has a single steady-state. We explore parameter space to uncover a number of dynamical regimes. In particular, we identify the ratio between the Aux/IAA protein and mRNA turnover rates as a key parameter in the model. When this ratio is sufficiently small, the system can evolve to a stable limit cycle, corresponding to an oscillation in Aux/IAA expression levels. Otherwise, the steady-state is either a stable-node or a stable-spiral. These observations may shed light on recent experimental results.
激素生长素在调节植物的多种发育过程中起作用。生长素通过诱导Aux/IAA 基因起作用。相关途径包含多个负反馈环(Aux/IAA 蛋白可以抑制 Aux/IAA 基因),生长素通过介导 Aux/IAA 蛋白的周转来破坏这些负反馈环。在本文中,我们为一组相同细胞中的单个 Aux/IAA 负反馈环开发了一个数学模型。该模型具有单个稳定状态。我们探索参数空间以揭示多种动态状态。特别是,我们确定 Aux/IAA 蛋白和 mRNA 周转速率之间的比率是模型中的关键参数。当该比率足够小时,系统可以演化为稳定的环,对应于 Aux/IAA 表达水平的振荡。否则,稳定状态是稳定节点或稳定螺旋。这些观察结果可能有助于解释最近的实验结果。