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用于微小RNA生物合成的独立通道可确保在成肌早期阶段的调控中实现有效的静态和动态控制。

Independent channels for miRNA biosynthesis ensure efficient static and dynamic control in the regulation of the early stages of myogenesis.

作者信息

Fiorentino Jonathan, De Martino Andrea

机构信息

Dipartimento di Fisica, Sapienza Università di Roma, Rome, Italy.

Soft & Living Matter Lab, CNR-NANOTEC, Rome, Italy; Italian Institute for Genomic Medicine, Turin, Italy.

出版信息

J Theor Biol. 2017 Oct 7;430:53-63. doi: 10.1016/j.jtbi.2017.06.038. Epub 2017 Jul 8.

Abstract

Motivated by recent experimental work, we define and study a deterministic model of the complex miRNA-based regulatory circuit that putatively controls the early stage of myogenesis in human. We aim in particular at a quantitative understanding of (i) the roles played by the separate and independent miRNA biosynthesis channels (one involving a miRNA-decoy system regulated by an exogenous controller, the other given by transcription from a distinct genomic locus) that appear to be crucial for the differentiation program, and of (ii) how competition to bind miRNAs can efficiently control molecular levels in such an interconnected architecture. We show that optimal static control via the miRNA-decoy system constrains kinetic parameters in narrow ranges where the channels are tightly cross-linked. On the other hand, the alternative locus for miRNA transcription can ensure that the fast concentration shifts required by the differentiation program are achieved, specifically via non-linear response of the target to even modest surges in the miRNA transcription rate. While static, competition-mediated regulation can be achieved by the miRNA-decoy system alone, both channels are essential for the circuit's overall functionality, suggesting that that this type of joint control may represent a minimal optimal architecture in different contexts.

摘要

受近期实验工作的启发,我们定义并研究了一种基于miRNA的复杂调控回路的确定性模型,该模型可能控制人类肌生成的早期阶段。我们特别旨在定量理解:(i)独立的miRNA生物合成通道(一个涉及由外源控制器调节的miRNA诱饵系统,另一个由不同基因组位点的转录产生)所起的作用,这些通道似乎对分化程序至关重要;以及(ii)在这种相互连接的结构中,与miRNA结合的竞争如何有效地控制分子水平。我们表明,通过miRNA诱饵系统的最优静态控制将动力学参数限制在通道紧密交联的狭窄范围内。另一方面,miRNA转录的替代位点可以确保实现分化程序所需的快速浓度变化,特别是通过靶标对miRNA转录速率即使适度激增的非线性响应。虽然静态的、竞争介导的调控可以仅由miRNA诱饵系统实现,但两个通道对于回路的整体功能都是必不可少的,这表明这种联合控制类型可能代表了不同背景下的一种最小最优结构。

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