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细胞命运决定中涉及转录因子和微小RNA的组合调控的动态分析。

Dynamic analysis of the combinatorial regulation involving transcription factors and microRNAs in cell fate decisions.

作者信息

Yan Fang, Liu Haihong, Liu Zengrong

机构信息

Department of mathematics, Shanghai University, Shanghai 200444,PR China; Institute of system biology, Shanghai University, Shanghai 200444, PR China.

出版信息

Biochim Biophys Acta. 2014 Jan;1844(1 Pt B):248-57. doi: 10.1016/j.bbapap.2013.06.022. Epub 2013 Jul 8.

Abstract

P53 and E2F1 are critical transcription factors involved in the choices between different cell fates including cell differentiation, cell cycle arrest or apoptosis. Recent experiments have shown that two families of microRNAs (miRNAs), p53-responsive miR34 (miRNA-34 a, b and c) and E2F1-inducible miR449 (miRNA-449 a, b and c) are potent inducers of these different fates and might have an important role in sensitizing cancer cells to drug treatment and tumor suppression. Identifying the mechanisms responsible for the combinatorial regulatory roles of these two transcription factors and two miRNAs is an important and challenging problem. Here, based in part on the model proposed in Tongli Zhang et al. (2007), we developed a mathematical model of the decision process and explored the combinatorial regulation between these two transcription factors and two miRNAs in response to DNA damage. By analyzing nonlinear dynamic behaviors of the model, we found that p53 exhibits pulsatile behavior. Moreover, a comparison is given to reveal the subtle differences of the cell fate decision process between regulation and deregulation of miR34 on E2F1. It predicts that miR34 plays a critical role in promoting cell cycle arrest. In addition, a computer simulation result also predicts that the miR449 is necessary for apoptosis in response to sustained DNA damage. In agreement with experimental observations, our model can account for the intricate regulatory relationship between these two transcription factors and two miRNAs in the cell fate decision process after DNA damage. These theoretical results indicate that miR34 and miR449 are effective tumor suppressors and play critical roles in cell fate decisions. The work provides a dynamic mechanism that shows how cell fate decisions are coordinated by two transcription factors and two miRNAs. This article is part of a Special Issue entitled: Computational Proteomics, Systems Biology and Clinical Implications. Guest Editor: Yudong Cai.

摘要

P53和E2F1是关键的转录因子,参与包括细胞分化、细胞周期停滞或凋亡在内的不同细胞命运抉择。近期实验表明,两类微小RNA(miRNA)家族,即p53反应性miR34(miRNA - 34 a、b和c)以及E2F1诱导性miR449(miRNA - 449 a、b和c)是这些不同命运的有力诱导因子,可能在使癌细胞对药物治疗敏感及肿瘤抑制中发挥重要作用。确定这两种转录因子和两种miRNA的组合调控作用机制是一个重要且具有挑战性的问题。在此,部分基于张同立等人(2007年)提出的模型,我们构建了一个决策过程的数学模型,并探讨了这两种转录因子和两种miRNA在DNA损伤反应中的组合调控。通过分析模型的非线性动力学行为,我们发现p53呈现脉动行为。此外,还进行了比较以揭示miR34对E2F1调控与去调控时细胞命运决策过程的细微差异。预测表明miR34在促进细胞周期停滞中起关键作用。另外,计算机模拟结果还预测miR449对于持续DNA损伤后的凋亡是必需的。与实验观察结果一致,我们的模型能够解释DNA损伤后细胞命运决策过程中这两种转录因子和两种miRNA之间复杂的调控关系。这些理论结果表明miR34和miR449是有效的肿瘤抑制因子,在细胞命运决策中起关键作用。这项工作提供了一种动态机制,展示了细胞命运决策如何由两种转录因子和两种miRNA协同完成。本文是名为:计算蛋白质组学、系统生物学及临床意义的特刊的一部分。客座编辑:蔡宇东。

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