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一种提高酪氨酸酚裂解酶活性用于 L-DOPA 合成的计算策略。

A computational strategy to improve the activity of tyrosine phenol-lyase for the synthesis of L-DOPA.

机构信息

Frontiers Science Center for Synthetic Biology (Ministry of Education), Tianjin Key Laboratory of Function and Application of Biological Macromolecular Structures, School of Life Sciences, Tianjin University, Tianjin, 300072, China.

Hangzhou Institute of Medicine, Chinese Academy of Sciences, Zhejiang Cancer Hospital, Hangzhou, 310000, China.

出版信息

Sci Rep. 2024 Oct 25;14(1):25329. doi: 10.1038/s41598-024-76111-8.

Abstract

Enzymes with high catalytic activity and stability are essential for industrial production, yet most natural enzymes do not meet these requirements. Therefore, efficient strategies for enzyme engineering are crucial. In this study, we developed a cost-effective computational design strategy to enhance the activity of tyrosine phenol-lyase (TPL) for the production of L-DOPA. By integrating structural analysis with computational design, and guided by our understanding of conformational flexibility of TPL, we identified a region where enhanced stability is most likely to facilitate enzyme activity. We screened stabilizing mutations by Cartesian_ddg in Rosetta. After identifying single stabilizing mutations, we grouped the nearby positions harboring multiple stabilizing mutations and calculated the energy of combinatorial variants. We found two promising groups where most variants exhibited lower calculated energy than the wild-type. Experimental validation showed five variants in these groups exhibit increased activity, with the two best variants showing catalytic activity enhancements of 1.8-fold and 1.6-fold compared to the wild-type enzyme.

摘要

具有高催化活性和稳定性的酶对于工业生产至关重要,但大多数天然酶都不符合这些要求。因此,高效的酶工程策略至关重要。在这项研究中,我们开发了一种具有成本效益的计算设计策略,以提高酪氨酸苯酚裂解酶(TPL)的活性,用于生产 L-DOPA。通过将结构分析与计算设计相结合,并基于我们对 TPL 构象灵活性的理解,我们确定了一个区域,在该区域中,增强稳定性最有可能促进酶的活性。我们通过 Rosetta 中的 Cartesian_ddg 筛选稳定突变。在确定单个稳定突变后,我们将含有多个稳定突变的附近位置分组,并计算组合变体的能量。我们发现两个有前途的组,其中大多数变体的计算能量都低于野生型。实验验证表明,这两组中有五个变体表现出更高的活性,其中两个最佳变体的催化活性比野生型酶分别提高了 1.8 倍和 1.6 倍。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2434/11512013/641efe8a6b6c/41598_2024_76111_Fig1_HTML.jpg

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