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基因表达的化学涨落定理。

The Chemical Fluctuation Theorem governing gene expression.

机构信息

Creative Research Initiative Center for Chemical Dynamics in Living Cells, Chung-Ang University, Seoul, 06974, Korea.

Department of Chemistry, Chung-Ang University, Seoul, 06974, Korea.

出版信息

Nat Commun. 2018 Jan 19;9(1):297. doi: 10.1038/s41467-017-02737-0.

Abstract

Gene expression is a complex stochastic process composed of numerous enzymatic reactions with rates coupled to hidden cell-state variables. Despite advances in single-cell technologies, the lack of a theory accurately describing the gene expression process has restricted a robust, quantitative understanding of gene expression variability among cells. Here we present the Chemical Fluctuation Theorem (CFT), providing an accurate relationship between the environment-coupled chemical dynamics of gene expression and gene expression variability. Combined with a general, accurate model of environment-coupled transcription processes, the CFT provides a unified explanation of mRNA variability for various experimental systems. From this analysis, we construct a quantitative model of transcription dynamics enabling analytic predictions for the dependence of mRNA noise on the mRNA lifetime distribution, confirmed against stochastic simulation. This work suggests promising new directions for quantitative investigation into cellular control over biological functions by making complex dynamics of intracellular reactions accessible to rigorous mathematical deductions.

摘要

基因表达是一个复杂的随机过程,由许多与隐藏细胞状态变量相关的酶促反应组成。尽管单细胞技术取得了进展,但缺乏准确描述基因表达过程的理论,限制了对细胞间基因表达变异性的稳健、定量理解。在这里,我们提出了化学涨落定理(CFT),它提供了基因表达的环境耦合化学动力学与基因表达变异性之间的准确关系。与环境耦合转录过程的一般、准确模型相结合,CFT 为各种实验系统的 mRNA 变异性提供了统一的解释。从这个分析中,我们构建了一个转录动力学的定量模型,能够对 mRNA 噪声对 mRNA 寿命分布的依赖性进行分析预测,并通过随机模拟进行了验证。这项工作通过使细胞内反应的复杂动力学能够进行严格的数学推导,为定量研究细胞对生物功能的控制提供了有希望的新方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2f28/5775451/ef6aa426e6dc/41467_2017_2737_Fig1_HTML.jpg

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