Department of Physics, University of Toronto, Toronto, Ontario, Canada; Department of Chemical & Physical Sciences, University of Toronto, Mississauga, Ontario, Canada.
Department of Physics, University of Toronto, Toronto, Ontario, Canada; Department of Chemical & Physical Sciences, University of Toronto, Mississauga, Ontario, Canada; Department of Cell & Systems Biology, University of Toronto, , Toronto, Ontario, Canada; Department of Mathematics, University of Toronto, Toronto, Ontario, Canada.
Biophys J. 2023 Mar 7;122(5):905-923. doi: 10.1016/j.bpj.2023.01.027. Epub 2023 Jan 25.
Small regulatory RNA molecules such as microRNA modulate gene expression through inhibiting the translation of messenger RNA (mRNA). Such posttranscriptional regulation has been recently hypothesized to reduce the stochastic variability of gene expression around average levels. Here, we quantify noise in stochastic gene expression models with and without such regulation. Our results suggest that silencing mRNA posttranscriptionally will always increase, rather than decrease, gene expression noise when the silencing of mRNA also increases its degradation, as is expected for microRNA interactions with mRNA. In that regime, we also find that silencing mRNA generally reduces the fidelity of signal transmission from deterministically varying upstream factors to protein levels. These findings suggest that microRNA binding to mRNA does not generically confer precision to protein expression.
小分子 RNA 类如 microRNA 通过抑制信使 RNA (mRNA) 的翻译来调节基因表达。这种转录后调控最近被假设可以降低基因表达在平均水平周围的随机可变性。在这里,我们在有和没有这种调控的随机基因表达模型中定量了噪声。我们的结果表明,当 mRNA 的沉默同时增加其降解时,mRNA 的转录后沉默总是会增加而不是减少基因表达噪声,这是与 mRNA 的 microRNA 相互作用所预期的。在这种情况下,我们还发现,mRNA 的沉默通常会降低从确定性变化的上游因素到蛋白质水平的信号传递的保真度。这些发现表明,microRNA 与 mRNA 的结合并不能普遍赋予蛋白质表达的精度。