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Translation initiation events on structured eukaryotic mRNAs generate gene expression noise

机译:结构化真核mRNA上的翻译启动事件产生基因表达噪声

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Gene expression stochasticity plays a major role in biology, creating non-genetic cellular individuality and influencing multiple processes, including differentiation and stress responses. We have addressed the lack of knowledge about posttranscriptional contributions to noise by determining cell-to-cell variations in the abundance of mRNA and reporter protein in yeast. Two types of structural element, a stem-loop and a poly(G) motif, not only inhibit translation initiation when inserted into an mRNA 5' untranslated region, but also generate noise. The noise-enhancing effect of the stem-loop structure also remains operational when combined with an upstream open reading frame. This has broad significance, since these elements are known to modulate the expression of a diversity of eukaryotic genes. Our findings suggest a mechanism for posttranscriptional noise generation that will contribute to understanding of the generally poor correlation between protein-level stochasticity and transcriptional bursting. We propose that posttranscriptional stochasticity can be linked to cycles of folding/unfolding of a stem-loop structure, or to interconversion between higher-order structural conformations of a G-rich motif, and have created a correspondingly configured computational model that generates fits to the experimental data. Stochastic events occurring during the ribosomal scanning process can therefore feature alongside transcriptional bursting as a source of noise.
机译:基因表达随机性在生物学中发挥着重要作用,产生非遗传细胞个性和影响多种方法,包括分化和应激反应。通过确定酵母中mRNA和报告蛋白的丰度细胞对细胞变异,我们已经解决了对噪声的后谱贡献缺乏了解。两种类型的结构元素,茎环和聚(g)基序,不仅在插入mRNA 5'未翻译区域时抑制翻译开始,而且产生噪声。当与上游开放阅读框架组合时,阀门环结构的噪声增强效果也保持操作。这具有广泛的意义,因为已知这些元素调节了真核基因的多样性的表达。我们的研究结果表明,对术后噪声产生的机制将有助于了解蛋白质水平随机性和转录爆破之间的普遍差的相关性。我们建议将后术语随机性与阀门环结构的折叠/展开的循环相关联,或者在富富型图案的高阶结构符合性之间进行互连,并创建了一种生成适合的计算模型。实验数据。因此,在核糖体扫描过程中发生的随机事件可以与转录爆裂一样具有作为噪声源的转录。

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