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Dynamical Behaviors of Rb-E2F Pathway Including Negative Feedback Loops Involving miR449

机译:涉及miR449 RB-E2F途径包括负面反馈循环的动力学行为

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摘要

MiRNAs, which are a family of small non-coding RNAs, regulate a broad array of physiological and developmental processes. However, their regulatory roles have remained largely mysterious. E2F is a positive regulator of cell cycle progression and also a potent inducer of apoptosis. Positive feedback loops in the regulation of Rb-E2F pathway are predicted and shown experimentally. Recently, it has been discovered that E2F induce a cluster of miRNAs called miR449. In turn, E2F is inhibited by miR449 through regulating different transcripts, thus forming negative feedback loops in the interaction network. Here, based on the integration of experimental evidence and quantitative data, we studied Rb-E2F pathway coupling the positive feedback loops and negative feedback loops mediated by miR449. Therefore, a mathematical model is constructed based in part on the model proposed in Yao-Lee et al. (2008) and nonlinear dynamical behaviors including the stability and bifurcations of the model are discussed. A comparison is given to reveal the implication of the fundamental differences of Rb-E2F pathway between regulation and deregulation of miR449. Coherent with the experiments it predicts that miR449 plays a critical role in regulating the cell cycle progression and provides a twofold safety mechanism to avoid excessive E2F-induced proliferation by cell cycle arrest and apoptosis. Moreover, numerical simulation and bifurcation analysis shows that the mechanisms of the negative regulation of miR449 to three different transcripts are quite distinctive which needs to be verified experimentally. This study may help us to analyze the whole cell cycle process mediated by other miRNAs more easily. A better knowledge of the dynamical behaviors of miRNAs mediated networks is also of interest for bio-engineering and artificial control.
机译:MiRNA是小的非编码RNA家族,可调节广泛的生理和发育过程。但是,它们的监管作用在很大程度上仍然是神秘的。 E2F是细胞周期进程的积极调节剂,也是凋亡的有效诱导剂。实验预测并显示了Rb-E2F途径调控中的正反馈回路。近来,已经发现E2F诱导称为miR449的miRNA簇。反过来,miR449通过调节不同的转录本来抑制E2F,从而在相互作用网络中形成负反馈环。在这里,基于实验证据和定量数据的整合,我们研究了由miR449介导的正反馈回路和负反馈回路耦合的Rb-E2F途径。因此,部分基于Yao-Lee等人提出的模型来构建数学模型。 (2008年)和非线性动力学行为,包括模型的稳定性和分支。进行比较以揭示miR449调节与放松之间Rb-E2F途径的基本差异的含义。与实验相一致的是,它预测miR449在调节细胞周期进程中起关键作用,并提供双重安全机制来避免E2F诱导的过度的细胞周期停滞和凋亡。此外,数值模拟和分叉分析表明,miR449对三种不同转录本负调控的机制非常独特,需要实验验证。这项研究可能有助于我们更轻松地分析其他miRNA介导的整个细胞周期过程。对miRNA介导的网络的动力学行为的更好了解对于生物工程和人工控制也很重要。

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