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Modeling the genome-wide transient response to stimuli in yeast: Adaptation through integral feedback

机译:通过整体反馈建模酵母刺激的基因组瞬态响应:通过整体反馈进行适应

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The gene expression response of yeast to various types of stresses/perturbations shows a common pattern for the vast majority of genes, characterized by a quick transient peak followed by a return to the basal level (adaptation). In order to model this transient and the consequent adaptation, we use the idea of integral feedback (the integral representing the relative concentration of gene products). The resulting linear system with input explain sufficiently well the different time constants observable in the transient response while, at the same time, being in agreement with the known experimental degradation rates measurements.
机译:酵母对各种类型的应力/扰动的基因表达响应显示了绝大多数基因的常见模式,其特征在于快速瞬态峰,然后返回基础水平(适应)。为了模拟这种瞬态和随之的适应,我们使用积分反馈的思想(代表基因产物的相对浓度的积分)。具有输入的所得到的线性系统可以充分地解释瞬态响应中可观察到的不同时间常数,同时同时与已知的实验降解速率测量一致。

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