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延伸动力学塑造了爆发式转录和翻译。

Elongation dynamics shape bursty transcription and translation.

作者信息

Dobrzynski Maciej, Bruggeman Frank J

机构信息

Centrum Wiskunde & Informatica, Kruislaan 413, 1098 SJ, Amsterdam, The Netherlands.

出版信息

Proc Natl Acad Sci U S A. 2009 Feb 24;106(8):2583-8. doi: 10.1073/pnas.0803507106. Epub 2009 Feb 5.

Abstract

Cells in isogenic populations may differ substantially in their molecular make up because of the stochastic nature of molecular processes. Stochastic bursts in process activity have a great potential for generating molecular noise. They are characterized by (short) periods of high process activity followed by (long) periods of process silence causing different cells to experience activity periods varying in size, duration, and timing. We present an analytically solvable model of bursts in molecular networks, originally developed for the analysis of telecommunication networks. We define general measures for model-independent characterization of bursts (burst size, significance, and duration) from stochastic time series. Inspired by the discovery of bursts in mRNA and protein production by others, we use those indices to investigate the role of stochastic motion of motor proteins along biopolymer chains in determining burst properties. Collisions between neighboring motor proteins can attenuate bursts introduced at the initiation site on the chain. Pausing of motor proteins can give rise to bursts. We investigate how these effects are modulated by the length of the biopolymer chain and the kinetic properties of motion. We discuss the consequences of those results for transcription and translation.

摘要

由于分子过程的随机性,同基因群体中的细胞在分子组成上可能存在很大差异。过程活性的随机爆发具有产生分子噪声的巨大潜力。它们的特征是(短)时间的高过程活性,随后是(长)时间的过程沉默,导致不同细胞经历大小、持续时间和时间不同的活性期。我们提出了一个分子网络中爆发的解析可解模型,该模型最初是为分析电信网络而开发的。我们从随机时间序列中定义了用于对爆发进行独立于模型的表征的一般度量(爆发大小、显著性和持续时间)。受其他人在mRNA和蛋白质产生中发现爆发的启发,我们使用这些指标来研究运动蛋白沿生物聚合物链的随机运动在确定爆发特性中的作用。相邻运动蛋白之间的碰撞可以减弱在链起始位点引入的爆发。运动蛋白的暂停可以产生爆发。我们研究了这些效应如何受到生物聚合物链长度和运动动力学特性的调节。我们讨论了这些结果对转录和翻译的影响。

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