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通过迭代实验和数学分析扩展遗传网络模型

Extension of a genetic network model by iterative experimentation and mathematical analysis.

作者信息

Locke James C W, Southern Megan M, Kozma-Bognár László, Hibberd Victoria, Brown Paul E, Turner Matthew S, Millar Andrew J

机构信息

Department of Biological Sciences, University of Warwick, Coventry, UK.

出版信息

Mol Syst Biol. 2005;1:2005.0013. doi: 10.1038/msb4100018. Epub 2005 Jun 28.

Abstract

Circadian clocks involve feedback loops that generate rhythmic expression of key genes. Molecular genetic studies in the higher plant Arabidopsis thaliana have revealed a complex clock network. The first part of the network to be identified, a transcriptional feedback loop comprising TIMING OF CAB EXPRESSION 1 (TOC1), LATE ELONGATED HYPOCOTYL (LHY) and CIRCADIAN CLOCK ASSOCIATED 1 (CCA1), fails to account for significant experimental data. We develop an extended model that is based upon a wider range of data and accurately predicts additional experimental results. The model comprises interlocking feedback loops comparable to those identified experimentally in other circadian systems. We propose that each loop receives input signals from light, and that each loop includes a hypothetical component that had not been explicitly identified. Analysis of the model predicted the properties of these components, including an acute light induction at dawn that is rapidly repressed by LHY and CCA1. We found this unexpected regulation in RNA levels of the evening-expressed gene GIGANTEA (GI), supporting our proposed network and making GI a strong candidate for this component.

摘要

昼夜节律钟涉及产生关键基因节律性表达的反馈回路。对高等植物拟南芥的分子遗传学研究揭示了一个复杂的生物钟网络。该网络中首先被确定的部分,即一个由CAB表达时间1(TOC1)、晚伸长下胚轴(LHY)和生物钟相关1(CCA1)组成的转录反馈回路,无法解释大量实验数据。我们基于更广泛的数据开发了一个扩展模型,该模型能准确预测其他实验结果。该模型包含与在其他昼夜节律系统中通过实验确定的反馈回路相互连锁的反馈回路。我们提出每个回路接收来自光的输入信号,并且每个回路都包含一个尚未被明确识别的假设成分。对该模型的分析预测了这些成分的特性,包括黎明时的急性光诱导,这种诱导会被LHY和CCA1迅速抑制。我们在傍晚表达的基因巨无霸(GI)的RNA水平中发现了这种意外的调控,这支持了我们提出的网络,并使GI成为该成分的有力候选者。

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