van Zon Jeroen S, Morelli Marco J, Tănase-Nicola Sorin, ten Wolde Pieter Rein
Division of Physics and Astronomy, Vrije Universiteit, Amsterdam, The Netherlands.
Biophys J. 2006 Dec 15;91(12):4350-67. doi: 10.1529/biophysj.106.086157. Epub 2006 Sep 29.
We study by Green's Function Reaction Dynamics the effect of the diffusive motion of repressor molecules on the noise in mRNA and protein levels for a gene that is under the control of a repressor. We find that spatial fluctuations due to diffusion can drastically enhance the noise in gene expression. After dissociation from the operator, a repressor can rapidly rebind to the DNA. Our results show that the rebinding trajectories are so short that, on this timescale, the RNA polymerase (RNAP) cannot effectively compete with the repressor for binding to the promoter. As a result, a dissociated repressor molecule will on average rebind many times, before it eventually diffuses away. These rebindings thus lower the effective dissociation rate, and this increases the noise in gene expression. Another consequence of the timescale separation between repressor rebinding and RNAP association is that the effect of spatial fluctuations can be described by a well-stirred, zero-dimensional, model by renormalizing the reaction rates for repressor-DNA (un) binding. Our results thus support the use of well-stirred, zero-dimensional models for describing noise in gene expression. We also show that for a fixed repressor strength, the noise due to diffusion can be minimized by increasing the number of repressors or by decreasing the rate of the open complex formation. Lastly, our results emphasize that power spectra are a highly useful tool for studying the propagation of noise through the different stages of gene expression.
我们通过格林函数反应动力学研究了阻遏物分子的扩散运动对处于阻遏物控制下的基因的信使核糖核酸(mRNA)和蛋白质水平噪声的影响。我们发现,由于扩散引起的空间涨落能够显著增强基因表达中的噪声。从操纵基因解离后,阻遏物能够迅速重新结合到DNA上。我们的结果表明,重新结合轨迹非常短,以至于在这个时间尺度上,RNA聚合酶(RNAP)无法有效地与阻遏物竞争结合启动子。因此,一个解离的阻遏物分子在最终扩散离开之前,平均会重新结合多次。这些重新结合降低了有效解离速率,进而增加了基因表达中的噪声。阻遏物重新结合与RNAP结合之间时间尺度分离的另一个结果是,通过对阻遏物与DNA(非)结合的反应速率进行重整化,空间涨落的影响可以用一个充分搅拌的零维模型来描述。因此,我们的结果支持使用充分搅拌的零维模型来描述基因表达中的噪声。我们还表明,对于固定的阻遏物强度,通过增加阻遏物数量或降低开放复合物形成速率,可以使扩散引起的噪声最小化。最后,我们的结果强调,功率谱是研究噪声在基因表达不同阶段传播的非常有用的工具。