论文标题
RNA凝结在减少基因表达噪声中的作用
The Role of RNA Condensation in Reducing Gene Expression Noise
论文作者
论文摘要
已显示生物分子冷凝物在将生物化学定位在细胞中起着基本作用。 RNA是冷凝物的常见成分,可以确定它们的生物物理特性。生物分子冷凝物的功能各不相同,包括激活,抑制和定位反应。最近的理论工作表明,蛋白质与液滴的相分离可以减少细胞对蛋白质丰度的细胞变异性。但是,涉及mRNA的相位分离的程度也可能尚未探索。在本文中,我们引入了一个现象学模型,用于将mRNA的相位分离为RNP凝结物,并将噪声抑制量化为基因表达动力学参数的函数。通过随机模拟,我们强调了仅由少数mRNA形成的冷凝物调节丰度和抑制蛋白质波动的能力。我们特别强调该机制如何通过降低噪声来促进有效的转录,即使在不频繁的转录爆发情况下,通过利用浓度依赖性,确定性相分离阈值的物理学来促进转录。我们研究了两个与生物学相关的模型,其中相位分离通过将mRNA存储在惰性液滴中,或通过加速其衰减来使mRNA分离,并将表达噪声量化为动力学参数的函数,从而使mRNA通过存储mRNA或“滤波器”相分离。无论哪种情况,当爆发产生mRNA关闭相距阈值时,最有效的表达都会发生,我们发现这与形成cyclinin cyclinin multincleteclete ashbya gossypii细胞的RNP-滴头的观察至关重要。我们最终考虑了噪声在相分离阈值中的贡献,并表明在某些条件下相位分离阈值波动可以抑制蛋白质拷贝数噪声。
Biomolecular condensates have been shown to play a fundamental role in localizing biochemistry in a cell. RNA is a common constituent of condensates, and can determine their biophysical properties. Functions of biomolecular condensates are varied including activating, inhibiting, and localizing reactions. Recent theoretical work has shown that the phase separation of proteins into droplets can diminish cell to cell variability in protein abundance. However, the extent to which phase separation involving mRNAs may also buffer noise has yet to be explored. In this paper, we introduce a phenomenological model for the phase separation of mRNAs into RNP condensates, and quantify noise suppression as a function of gene expression kinetic parameters. Through stochastic simulations, we highlight the ability for condensates formed from just a handful of mRNAs to regulate the abundance and suppress the fluctuations of proteins. We place particular emphasis on how this mechanism can facilitate efficient transcription by reducing noise even in the situation of infrequent bursts of transcription by exploiting the physics of a concentration-dependent, deterministic phase separation threshold. We investigate two biologically relevant models in which phase separation acts to either "buffer" noise by storing mRNA in inert droplets, or "filter" phase separated mRNAs by accelerating their decay, and quantify expression noise as a function of kinetic parameters. In either case the most efficient expression occurs when bursts produce mRNAs close the phase separation threshold, which we find to be broadly consistent with observations of an RNP-droplet forming cyclinin multinucleate Ashbya gossypii cells. We finally consider the contribution of noise in the phase separation threshold, and show that protein copy number noise can be suppressed by phase separation threshold fluctuations in certain conditions.