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癌细胞中的全局基因反应:自组织相干表达动力学

Global genetic response in a cancer cell: self-organized coherent expression dynamics.

作者信息

Tsuchiya Masa, Hashimoto Midori, Takenaka Yoshiko, Motoike Ikuko N, Yoshikawa Kenichi

机构信息

Institute for Advanced Biosciences, Keio University, Tsuruoka, Japan; Systems Biology Program, School of Media and Governance, Keio University, Fujisawa, Japan.

Graduate School of Frontier Science, The University of Tokyo, Kashiwa, Japan.

出版信息

PLoS One. 2014 May 15;9(5):e97411. doi: 10.1371/journal.pone.0097411. eCollection 2014.

Abstract

Understanding the basic mechanism of the spatio-temporal self-control of genome-wide gene expression engaged with the complex epigenetic molecular assembly is one of major challenges in current biological science. In this study, the genome-wide dynamical profile of gene expression was analyzed for MCF-7 breast cancer cells induced by two distinct ErbB receptor ligands: epidermal growth factor (EGF) and heregulin (HRG), which drive cell proliferation and differentiation, respectively. We focused our attention to elucidate how global genetic responses emerge and to decipher what is an underlying principle for dynamic self-control of genome-wide gene expression. The whole mRNA expression was classified into about a hundred groups according to the root mean square fluctuation (rmsf). These expression groups showed characteristic time-dependent correlations, indicating the existence of collective behaviors on the ensemble of genes with respect to mRNA expression and also to temporal changes in expression. All-or-none responses were observed for HRG and EGF (biphasic statistics) at around 10-20 min. The emergence of time-dependent collective behaviors of expression occurred through bifurcation of a coherent expression state (CES). In the ensemble of mRNA expression, the self-organized CESs reveals distinct characteristic expression domains for biphasic statistics, which exhibits notably the presence of criticality in the expression profile as a route for genomic transition. In time-dependent changes in the expression domains, the dynamics of CES reveals that the temporal development of the characteristic domains is characterized as autonomous bistable switch, which exhibits dynamic criticality (the temporal development of criticality) in the genome-wide coherent expression dynamics. It is expected that elucidation of the biophysical origin for such critical behavior sheds light on the underlying mechanism of the control of whole genome.

摘要

理解与复杂表观遗传分子组装相关的全基因组基因表达的时空自我控制的基本机制是当前生命科学的主要挑战之一。在本研究中,分析了两种不同的表皮生长因子受体(ErbB)配体——分别驱动细胞增殖和分化的表皮生长因子(EGF)和人表皮生长因子(HRG)诱导的MCF-7乳腺癌细胞的全基因组基因表达动态图谱。我们专注于阐明全局基因反应是如何出现的,并解读全基因组基因表达动态自我控制的潜在原则是什么。根据均方根波动(rmsf)将整个mRNA表达分为约一百组。这些表达组显示出特征性的时间依赖性相关性,表明在基因集合中存在关于mRNA表达以及表达随时间变化的集体行为。在大约10 - 20分钟时观察到HRG和EGF的全或无反应(双相统计)。表达的时间依赖性集体行为的出现是通过相干表达状态(CES)的分岔发生的。在mRNA表达集合中,自组织的CES显示出双相统计的不同特征表达域,这显著表明在表达谱中存在临界性,作为基因组转变的途径。在表达域的时间依赖性变化中,CES的动力学表明特征域的时间发展被表征为自主双稳态开关,其在全基因组相干表达动力学中表现出动态临界性(临界性的时间发展)。预计阐明这种临界行为的生物物理起源将有助于揭示全基因组控制的潜在机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b46c/4022610/4ac4ec2f5783/pone.0097411.g001.jpg

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