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Dynamical effects of transcriptional pause-prone sites

机译:转录停顿位点的动力学效应

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摘要

We study how long pause-prone sites, commonly sequence-dependent, affect transcription and RNA temporal levels in a delayed stochastic model of transcription at the single nucleotide level. We vary pause propensity, duration and the probability of premature termination of elongation at the pause site. We also study the effects of multiple pause sites. We show that pause sites can be used to fine-tune noise strength and burst size distribution of RNA levels. Varying pause rate and duration alone affects bursting but noise is not significantly affected. Noise strength can be changed by varying both parameters and, even more pronouncedly, by varying the probability of premature termination. Adding multiple pause sites amplifies the increase in noise and bursting. This regulatory mechanism of noise and bursting, being evolvable, may partially explain how different genes exhibit a wide spectrum of different behaviors. The results might assist the engineering of genes with a desired degree of noise.
机译:我们研究了单核苷酸水平的延迟随机随机模型中,通常依赖序列的多长时间停顿易位位点会影响转录和RNA时间水平。我们会改变暂停的倾向,持续时间以及在暂停位置过早终止伸长的可能性。我们还研究了多个停顿站点的影响。我们表明,暂停位点可用于微调噪声强度和RNA水平的突发大小分布。单独的暂停速度和持续时间会影响爆裂,但噪音不会受到明显影响。可以通过改变两个参数,甚至更明显地,通过改变过早终止的概率来改变噪声强度。添加多个暂停点会放大噪音和爆发。这种噪声和爆发的调节机制是可以进化的,可以部分解释不同的基因如何表现出广泛的不同行为。结果可能有助于以所需程度的噪音改造基因。

著录项

  • 来源
    《Computational biology and chemistry》 |2010年第3期|P.143-148|共6页
  • 作者单位

    Computational Systems Biology Research Group, Dept. of Signal Processing, Tampere University of Technology, Finland Centre for Computational Physics, Univ. Coimbra, P-3004-516 Coimbra, Portugal Department of Signal Processing. Tampere University of Technology, P.O. Box 553,33101 Tampere, Finland;

    Computational Systems Biology Research Group, Dept. of Signal Processing, Tampere University of Technology, Finland;

    Computational Systems Biology Research Group, Dept. of Signal Processing, Tampere University of Technology, Finland;

    Computational Systems Biology Research Group, Dept. of Signal Processing, Tampere University of Technology, Finland Institute for Systems Biology, 1441N34th St. Seattle, WA 98103-8904, USA;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    gene expression; transcriptional pause; noise; transcriptional bursting;

    机译:基因表达;转录停顿;噪声;转录爆发;

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