Department of Mathematics, Imperial College London, United Kingdom.
J Theor Biol. 2013 Jun 7;326:11-20. doi: 10.1016/j.jtbi.2013.02.006. Epub 2013 Mar 1.
Alkaline pH adaptation represents an important environmental stress response in Aspergillus nidulans. It is mediated by the pal signalling pathway and the PacC transcription factor. Although studied extensively experimentally, the activation mechanism of PacC has not been quantified, and it is not clear how this activation is regulated. Here, by constructing mathematical models, we first show that the pattern of PacC activation observed in previously published experiments cannot be explained based on existing knowledge about PacC activation. Extending the model with a negative feedback loop is necessary to produce simulation results that are consistent with the data, suggesting the existence of a negative feedback loop in the PacC activation process. This extended model is then validated against published measurements for cells with drug treatment and mutant cells. Furthermore, we investigate the role of an intermediate form of PacC in the PacC activation process, and propose experiments that can be used to test our predictions. Our work illustrates how mathematical models can be used to uncover regulatory mechanisms in the transcription regulation, and generate hypotheses that guide further laboratory investigations.
碱性 pH 值适应是构巢曲霉中重要的环境应激反应。它由 pal 信号通路和 PacC 转录因子介导。尽管已经进行了广泛的实验研究,但 PacC 的激活机制尚未被量化,也不清楚这种激活是如何调节的。在这里,我们通过构建数学模型,首先表明以前发表的实验中观察到的 PacC 激活模式不能基于现有关于 PacC 激活的知识来解释。通过扩展模型并加入负反馈回路,才能产生与数据一致的模拟结果,这表明 PacC 激活过程中存在负反馈回路。然后,我们使用药物处理和突变细胞的已发表测量值对扩展模型进行验证。此外,我们研究了 PacC 激活过程中中间形式 PacC 的作用,并提出了可以用于检验我们预测的实验。我们的工作说明了数学模型如何用于揭示转录调控中的调节机制,并提出可以指导进一步实验室研究的假设。