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用于控制翻译速率的同义突变的有效操作:一种分析方法。

Efficient manipulations of synonymous mutations for controlling translation rate: an analytical approach.

作者信息

Dana Alexandra, Tuller Tamir

机构信息

The Iby and Aladar Fleischman Faculty of Engineering, Department of Biomedical Engineering, Tel Aviv University, Tel Aviv, Israel.

出版信息

J Comput Biol. 2012 Feb;19(2):200-31. doi: 10.1089/cmb.2011.0275.

Abstract

Gene translation is a central process in all living organism with important ramifications to almost every biomedical field. Previous systems evolutionary studies in the field have demonstrated that in many organisms coding sequence features undergo selection to optimize this process. In the current study, we report for the first time analytical proofs related to the various aspects of this process and its optimality. Among our results we show that coding sequences with mono- tonic increasing profiles of translation efficiency (i.e., with slower codons near the 5'UTR), mathematically optimize ribosomal allocation by minimizing the number of ribosomes needed for translating a codon per time unit. Thus, the genomic translation efficiency profile reported in previous studies for many organisms is optimal in this sense. In addition, we show that improving translation efficiency of a codon in a gene may result in a decrease in the translation rate of other genes, demonstrating that the relation between codon bias and protein translation rate is less trivial than was assumed before. Based on these observations we describe an efficient heuristic for designing coding sequences with specific translation efficiency and minimal ribosomal allocation for heterologous gene expression. We demonstrate how this heuristic can be used in biotechnology for engineering a heterologous gene before expressing it in a new host.

摘要

基因翻译是所有生物体中的核心过程,对几乎每个生物医学领域都有重要影响。该领域先前的系统进化研究表明,在许多生物体中,编码序列特征会经历选择以优化这一过程。在当前研究中,我们首次报告了与这一过程的各个方面及其最优性相关的分析证明。在我们的研究结果中,我们表明具有单调递增翻译效率谱的编码序列(即5'UTR附近密码子较慢),通过最小化单位时间内翻译一个密码子所需的核糖体数量,在数学上优化了核糖体分配。因此,先前许多生物体研究中报道的基因组翻译效率谱在这个意义上是最优的。此外,我们表明提高基因中一个密码子的翻译效率可能会导致其他基因翻译速率的下降,这表明密码子偏好与蛋白质翻译速率之间的关系比之前假设的要复杂。基于这些观察结果,我们描述了一种有效的启发式方法,用于设计具有特定翻译效率和最小核糖体分配的编码序列,以用于异源基因表达。我们展示了这种启发式方法如何在生物技术中用于在新宿主中表达之前对异源基因进行工程改造。

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