School of Electrical Engineering-Systems, Tel-Aviv University, Tel-Aviv 69978, Israel.
J R Soc Interface. 2013 May 29;10(85):20130267. doi: 10.1098/rsif.2013.0267. Print 2013 Aug 6.
Eukaryotic mRNAs usually form a circular structure; thus, ribosomes that terminate translation at the 3' end can diffuse with increased probability to the 5' end of the transcript, initiating another cycle of translation. This phenomenon describes ribosomal flow with positive feedback--an increase in the flow of ribosomes terminating translating the open reading frame increases the ribosomal initiation rate. The aim of this paper is to model and rigorously analyse translation with feedback. We suggest a modified version of the ribosome flow model, called the ribosome flow model with input and output. In this model, the input is the initiation rate and the output is the translation rate. We analyse this model after closing the loop with a positive linear feedback. We show that the closed-loop system admits a unique globally asymptotically stable equilibrium point. From a biophysical point of view, this means that there exists a unique steady state of ribosome distributions along the mRNA, and thus a unique steady-state translation rate. The solution from any initial distribution will converge to this steady state. The steady-state distribution demonstrates a decrease in ribosome density along the coding sequence. For the case of constant elongation rates, we obtain expressions relating the model parameters to the equilibrium point. These results may perhaps be used to re-engineer the biological system in order to obtain a desired translation rate.
真核生物的 mRNA 通常形成环状结构;因此,在 3' 端终止翻译的核糖体可以以增加的概率扩散到转录本的 5' 端,从而启动另一个翻译循环。这种现象描述了带有正反馈的核糖体流动——终止翻译开放阅读框的核糖体流动增加会增加核糖体起始率。本文的目的是对具有反馈的翻译进行建模和严格分析。我们提出了一种核糖体流动模型的改进版本,称为带输入和输出的核糖体流动模型。在这个模型中,输入是起始速率,输出是翻译速率。我们在用正线性反馈封闭环路后分析这个模型。我们证明闭环系统有一个唯一的全局渐近稳定平衡点。从生物物理的角度来看,这意味着在沿 mRNA 的核糖体分布存在一个唯一的稳定状态,因此也存在一个唯一的稳态翻译速率。从任何初始分布开始的解都将收敛到这个稳定状态。稳态分布显示核糖体密度沿编码序列减小。对于恒定的延伸率,我们得到了将模型参数与平衡点相关联的表达式。这些结果也许可以用于重新设计生物系统,以获得所需的翻译速率。