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蛋白质噪声的动力学可以区分基因表达可变性的不同来源。

Dynamics of protein noise can distinguish between alternate sources of gene-expression variability.

机构信息

Department of Chemistry and Biochemistry, University of California, San Diego, CA, USA.

出版信息

Mol Syst Biol. 2012;8:607. doi: 10.1038/msb.2012.38.

DOI:10.1038/msb.2012.38
PMID:22929617
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3435505/
Abstract

Within individual cells, two molecular processes have been implicated as sources of noise in gene expression: (i) Poisson fluctuations in mRNA abundance arising from random birth and death of individual mRNA transcripts or (ii) promoter fluctuations arising from stochastic promoter transitions between different transcriptional states. Steady-state measurements of variance in protein levels are insufficient to discriminate between these two mechanisms, and mRNA single-molecule fluorescence in situ hybridization (smFISH) is challenging when cellular mRNA concentrations are high. Here, we present a perturbation method that discriminates mRNA birth/death fluctuations from promoter fluctuations by measuring transient changes in protein variance and that can operate in the regime of high molecular numbers. Conceptually, the method exploits the fact that transcriptional blockage results in more rapid increases in protein variability when mRNA birth/death fluctuations dominate over promoter fluctuations. We experimentally demonstrate the utility of this perturbation approach in the HIV-1 model system. Our results support promoter fluctuations as the primary noise source in HIV-1 expression. This study illustrates a relatively simple method that complements mRNA smFISH hybridization and can be used with existing GFP-tagged libraries to include or exclude alternate sources of noise in gene expression.

摘要

在单个细胞内,有两个分子过程被认为是基因表达噪声的来源:(i)mRNA 丰度的泊松波动,源于单个 mRNA 转录本的随机产生和死亡,或(ii)随机启动子转换到不同转录状态引起的启动子波动。稳态测量蛋白质水平的方差不足以区分这两种机制,并且当细胞内 mRNA 浓度较高时,单个 mRNA 荧光原位杂交 (smFISH) 是具有挑战性的。在这里,我们提出了一种通过测量蛋白质方差的瞬态变化来区分 mRNA 产生/死亡波动与启动子波动的扰动方法,并且可以在高分子数量的范围内工作。从概念上讲,该方法利用了转录阻断导致蛋白质变异性更快增加的事实,当 mRNA 产生/死亡波动主导启动子波动时。我们在 HIV-1 模型系统中实验证明了这种扰动方法的实用性。我们的结果支持启动子波动是 HIV-1 表达中主要噪声源的观点。这项研究说明了一种相对简单的方法,补充了 mRNA smFISH 杂交,并可与现有的 GFP 标记文库一起使用,以包括或排除基因表达中的其他噪声源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32fa/3435505/dee7e4e912f5/msb201238-f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32fa/3435505/04cf293ea514/msb201238-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32fa/3435505/ef3acf7e80e4/msb201238-f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32fa/3435505/dee7e4e912f5/msb201238-f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32fa/3435505/04cf293ea514/msb201238-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32fa/3435505/ef3acf7e80e4/msb201238-f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32fa/3435505/dee7e4e912f5/msb201238-f3.jpg

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