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通过基因表达分布的卷积实现均值和噪声的独立控制。

Independent control of mean and noise by convolution of gene expression distributions.

机构信息

Department of Bioengineering, Rice University, 6100 Main Street, Houston, TX, 77005, USA.

Department of Biosciences, Rice University, 6100 Main Street, Houston, TX, 77005, USA.

出版信息

Nat Commun. 2021 Nov 29;12(1):6957. doi: 10.1038/s41467-021-27070-5.

DOI:10.1038/s41467-021-27070-5
PMID:34845228
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8630168/
Abstract

Gene expression noise can reduce cellular fitness or facilitate processes such as alternative metabolism, antibiotic resistance, and differentiation. Unfortunately, efforts to study the impacts of noise have been hampered by a scaling relationship between noise and expression level from individual promoters. Here, we use theory to demonstrate that mean and noise can be controlled independently by expressing two copies of a gene from separate inducible promoters in the same cell. We engineer low and high noise inducible promoters to validate this result in Escherichia coli, and develop a model that predicts the experimental distributions. Finally, we use our method to reveal that the response of a promoter to a repressor is less sensitive with higher repressor noise and explain this result using a law from probability theory. Our approach can be applied to investigate the effects of noise on diverse biological pathways or program cellular heterogeneity for synthetic biology applications.

摘要

基因表达噪声会降低细胞适应性,或促进替代代谢、抗生素耐药性和分化等过程。遗憾的是,由于单个启动子的噪声与表达水平之间存在一种比例关系,因此研究噪声影响的工作受到了阻碍。在这里,我们利用理论证明,通过在同一个细胞中使用两个独立诱导启动子表达同一个基因,可以独立控制平均值和噪声。我们设计了低噪声和高声噪诱导启动子,在大肠杆菌中验证了这一结果,并开发了一个可以预测实验分布的模型。最后,我们使用这种方法揭示了在更高的抑制子噪声下,启动子对抑制子的反应不那么敏感,并使用概率论中的一个定律解释了这一结果。我们的方法可以应用于研究噪声对不同生物途径的影响,或者为合成生物学应用程序设计细胞异质性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d9d/8630168/19d79235440c/41467_2021_27070_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d9d/8630168/02966771f7e8/41467_2021_27070_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d9d/8630168/51ba99deb460/41467_2021_27070_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d9d/8630168/ca384bd64f0d/41467_2021_27070_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d9d/8630168/0e47ca0ccd72/41467_2021_27070_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d9d/8630168/19d79235440c/41467_2021_27070_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d9d/8630168/02966771f7e8/41467_2021_27070_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d9d/8630168/51ba99deb460/41467_2021_27070_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d9d/8630168/ca384bd64f0d/41467_2021_27070_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d9d/8630168/0e47ca0ccd72/41467_2021_27070_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d9d/8630168/19d79235440c/41467_2021_27070_Fig5_HTML.jpg

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本文引用的文献

1
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2
Resolving noise-control conflict by gene duplication.通过基因复制解决噪声控制冲突。
PLoS Biol. 2019 Nov 22;17(11):e3000289. doi: 10.1371/journal.pbio.3000289. eCollection 2019 Nov.
3
A Toolkit for Rapid Modular Construction of Biological Circuits in Mammalian Cells.用于在哺乳动物细胞中快速模块化构建生物电路的工具包。
ACS Synth Biol. 2019 Nov 15;8(11):2593-2606. doi: 10.1021/acssynbio.9b00322. Epub 2019 Nov 5.
4
Synthetic Biology Tools for the Fast-Growing Marine Bacterium .用于快速生长海洋细菌的合成生物学工具
ACS Synth Biol. 2019 Sep 20;8(9):2069-2079. doi: 10.1021/acssynbio.9b00176. Epub 2019 Sep 9.
5
Empirical mean-noise fitness landscapes reveal the fitness impact of gene expression noise.经验平均噪声适应度景观揭示了基因表达噪声对适应度的影响。
Nat Commun. 2019 Jul 18;10(1):3180. doi: 10.1038/s41467-019-11116-w.
6
Escherichia coli "Marionette" strains with 12 highly optimized small-molecule sensors.带有 12 个高度优化的小分子传感器的大肠杆菌“傀儡”菌株。
Nat Chem Biol. 2019 Feb;15(2):196-204. doi: 10.1038/s41589-018-0168-3. Epub 2018 Nov 26.
7
Heterogeneity in efflux pump expression predisposes antibiotic-resistant cells to mutation.外排泵表达的异质性使抗生素耐药细胞容易发生突变。
Science. 2018 Nov 9;362(6415):686-690. doi: 10.1126/science.aar7981.
8
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ACS Synth Biol. 2018 Nov 16;7(11):2618-2626. doi: 10.1021/acssynbio.8b00279. Epub 2018 Oct 24.
9
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10
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