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Effects of Four Different Regulatory Mechanisms on the Dynamics of Gene Regulatory Cascades

机译:四种不同调控机制对基因调控级联反应动力学的影响

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摘要

Gene regulatory cascades (GRCs) are common motifs in cellular molecular networks. A given logical function in these cascades, such as the repression of the activity of a transcription factor, can be implemented by a number of different regulatory mechanisms. The potential consequences for the dynamic performance of the GRC of choosing one mechanism over another have not been analysed systematically. Here, we report the construction of a synthetic GRC in Escherichia coli, which allows us for the first time to directly compare and contrast the dynamics of four different regulatory mechanisms, affecting the transcription, translation, stability, or activity of a transcriptional repressor. We developed a biologically motivated mathematical model which is sufficient to reproduce the response dynamics determined by experimental measurements. Using the model, we explored the potential response dynamics that the constructed GRC can perform. We conclude that dynamic differences between regulatory mechanisms at an individual step in a GRC are often concealed in the overall performance of the GRC, and suggest that the presence of a given regulatory mechanism in a certain network environment does not necessarily mean that it represents a single optimal evolutionary solution.
机译:基因调节级联反应(GRC)是细胞分子网络中的常见基序。这些级联中的给定逻辑功能,例如转录因子活性的抑制,可以通过许多不同的调节机制来实现。尚未系统地分析选择一个机制而不是另一个机制对GRC的动态性能的潜在后果。在这里,我们报告了在大肠杆菌中合成GRC的构建,这使我们首次能够直接比较和对比四种不同调节机制的动态,从而影响转录阻遏物的转录,翻译,稳定性或活性。我们开发了一个生物学动机的数学模型,该模型足以重现通过实验测量确定的响应动力学。使用该模型,我们探索了构建的GRC可以执行的潜在响应动力学。我们得出的结论是,GRC各个步骤中的调节机制之间的动态差异通常被GRC的整体性能所掩盖,并建议在特定网络环境中存在给定的调节机制并不一定意味着它代表单个最佳进化解。

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