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R Soc Open Sci. 2021 Sep 22;8(9):210878. doi: 10.1098/rsos.210878. eCollection 2021 Sep.
2
Variability in mRNA translation: a random matrix theory approach.mRNA 翻译的变异性:随机矩阵理论方法。
Sci Rep. 2021 Mar 5;11(1):5300. doi: 10.1038/s41598-021-84738-0.
3
Algorithms for ribosome traffic engineering and their potential in improving host cells' titer and growth rate.核糖体交通工程算法及其在提高宿主细胞滴度和生长速率方面的潜力。
Sci Rep. 2020 Dec 3;10(1):21202. doi: 10.1038/s41598-020-78260-y.
4
Translation elongation factor 2 depletion by siRNA in mouse liver leads to mTOR-independent translational upregulation of ribosomal protein genes.siRNA 介导的翻译延伸因子 2 在小鼠肝脏中的耗竭导致核糖体蛋白基因的 mTOR 非依赖性翻译上调。
Sci Rep. 2020 Sep 23;10(1):15473. doi: 10.1038/s41598-020-72399-4.
5
Networks of ribosome flow models for modeling and analyzing intracellular traffic.核糖体流模型网络,用于建模和分析细胞内运输。
Sci Rep. 2019 Feb 8;9(1):1703. doi: 10.1038/s41598-018-37864-1.
6
Mechanism of premature translation termination on a sense codon.终止密码子通读机制。
J Biol Chem. 2018 Aug 10;293(32):12472-12479. doi: 10.1074/jbc.AW118.003232. Epub 2018 Jun 25.
7
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PLoS One. 2017 Aug 23;12(8):e0182178. doi: 10.1371/journal.pone.0182178. eCollection 2017.
8
Novel mRNA-specific effects of ribosome drop-off on translation rate and polysome profile.核糖体脱落对翻译速率和多聚核糖体图谱的新型mRNA特异性影响。
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9
Systematic comparison of 2A peptides for cloning multi-genes in a polycistronic vector.系统比较 2A 肽在多顺反子载体中克隆多个基因的效率。
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10
Kinetic modeling predicts a stimulatory role for ribosome collisions at elongation stall sites in bacteria.动力学模型预测核糖体在细菌延伸停滞位点发生碰撞具有刺激作用。
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大规模mRNA翻译以及核糖体有限库竞争的复杂影响。

Large-scale mRNA translation and the intricate effects of competition for the finite pool of ribosomes.

作者信息

Jain Aditi, Margaliot Michael, Gupta Arvind Kumar

机构信息

Department of Mathematics, Indian Institute of Technology Ropar, Rupnagar, Punjab 140001, India.

School of Electrical Engineering and the Sagol School of Neuroscience, Tel-Aviv University, Tel Aviv 69978, Israel.

出版信息

J R Soc Interface. 2022 Mar;19(188):20220033. doi: 10.1098/rsif.2022.0033. Epub 2022 Mar 9.

DOI:10.1098/rsif.2022.0033
PMID:35259953
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8922411/
Abstract

We present a new theoretical framework for large-scale mRNA translation using a network of models called the ribosome flow model with Langmuir kinetics (RFMLK), interconnected via a pool of free ribosomes. The input to each RFMLK depends on the pool density, and it affects the initiation rate and potentially also the internal ribosome entry rates along each RFMLK. Ribosomes that detach from an RFMLK owing to termination or premature drop-off are fed back into the pool. We prove that the network always converges to a steady state, and study its sensitivity to variations in the parameters. For example, we show that if the drop-off rate at some site in some RFMLK is increased then the pool density increases and consequently the steady-state production rate in all the RFMLKs increases. Surprisingly, we also show that modifying a parameter of a certain RFMLK can lead to arbitrary effects on the densities along the modified RFMLK, depending on the parameters in the entire network. We conclude that the competition for shared resources generates an indirect and intricate web of mutual effects between the mRNA molecules that must be accounted for in any analysis of translation.

摘要

我们提出了一种用于大规模mRNA翻译的新理论框架,该框架使用了一个称为具有朗缪尔动力学的核糖体流动模型(RFMLK)的模型网络,这些模型通过一组游离核糖体相互连接。每个RFMLK的输入取决于核糖体库密度,并且它会影响起始速率,还可能影响沿每个RFMLK的内部核糖体进入速率。由于终止或过早脱落而从RFMLK脱离的核糖体被反馈回核糖体库。我们证明该网络总是收敛到一个稳态,并研究其对参数变化的敏感性。例如,我们表明,如果某个RFMLK中某个位点的脱落率增加,那么核糖体库密度就会增加,从而所有RFMLK中的稳态生产率都会增加。令人惊讶的是,我们还表明,根据整个网络中的参数,修改某个RFMLK的参数会对沿修改后的RFMLK的密度产生任意影响。我们得出结论,对共享资源的竞争在mRNA分子之间产生了一个间接且复杂的相互作用网络,在任何翻译分析中都必须考虑到这一点。