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利用分子进化模型来高效指导蛋白质工程。

Exploiting models of molecular evolution to efficiently direct protein engineering.

机构信息

School of Biology, Georgia Institute of Technology, Atlanta, GA 30332, USA.

出版信息

J Mol Evol. 2011 Feb;72(2):193-203. doi: 10.1007/s00239-010-9415-2. Epub 2010 Dec 4.

Abstract

Directed evolution and protein engineering approaches used to generate novel or enhanced biomolecular function often use the evolutionary sequence diversity of protein homologs to rationally guide library design. To fully capture this sequence diversity, however, libraries containing millions of variants are often necessary. Screening libraries of this size is often undesirable due to inaccuracies of high-throughput assays, costs, and time constraints. The ability to effectively cull sequence diversity while still generating the functional diversity within a library thus holds considerable value. This is particularly relevant when high-throughput assays are not amenable to select/screen for certain biomolecular properties. Here, we summarize our recent attempts to develop an evolution-guided approach, Reconstructing Evolutionary Adaptive Paths (REAP), for directed evolution and protein engineering that exploits phylogenetic and sequence analyses to identify amino acid substitutions that are likely to alter or enhance function of a protein. To demonstrate the utility of this technique, we highlight our previous work with DNA polymerases in which a REAP-designed small library was used to identify a DNA polymerase capable of accepting non-standard nucleosides. We anticipate that the REAP approach will be used in the future to facilitate the engineering of biopolymers with expanded functions and will thus have a significant impact on the developing field of 'evolutionary synthetic biology'.

摘要

定向进化和蛋白质工程方法常用于产生新型或增强的生物分子功能,通常利用蛋白质同源物的进化序列多样性来合理指导文库设计。然而,为了充分捕获这种序列多样性,通常需要包含数百万个变体的文库。由于高通量测定法的不准确性、成本和时间限制,对这种规模的文库进行筛选通常是不可取的。因此,有效地剔除序列多样性,同时在文库中产生功能多样性具有相当大的价值。当高通量测定法不适于选择/筛选某些生物分子特性时,这一点尤其相关。在这里,我们总结了我们最近尝试开发一种进化指导方法,即重构进化适应途径(REAP),用于定向进化和蛋白质工程,该方法利用系统发生和序列分析来识别可能改变或增强蛋白质功能的氨基酸取代。为了证明该技术的实用性,我们重点介绍了我们之前在 DNA 聚合酶方面的工作,其中使用了 REAP 设计的小文库来鉴定能够接受非标准核苷的 DNA 聚合酶。我们预计,REAP 方法将在未来用于促进具有扩展功能的生物聚合物的工程设计,因此将对“进化合成生物学”这一不断发展的领域产生重大影响。

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