Min Cao, Xiafeng Lu, Wen Zheng, Yan Wu, Yaping Deng, Xin Hao, Kai Liu, Feng Du, Muqing Ma, Mimi Duan, Rongtao Ji, Zhibo Luo
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引用次数: 0
Abstract
(R)-3-quinuclidinol is a pivotal chiral synthon for pharmaceuticals such as talsaclidine, revatropate, and solifenacin. Conventional chemical synthesis routes, however, suffer from inherent drawbacks including inefficient racemic resolution and dependence on costly chiral catalysts. In this study, a carbonyl reductase (CRs-7) with high activity was selected from among 20 candidates and subsequently engineered through a machine learning-assisted strategy integrated with molecular dynamics (MD) simulations. The optimal mutant, V167F/C171Y, displayed a 5.3-fold enhancement in catalytic activity relative to the wild-type enzyme. Structural and computational analyses revealed that the mutations remodel the architecture of the substrate-access tunnel, resulting in reduced nucleophilic attack distances (d1 and d2) and accelerated catalysis. Furthermore, the V167F/C171Y variant was applied in a 50-L bioreactor, wherein only 7.50 g/L DCW (dry cell weight) of whole-cell biocatalyst was required to completely convert 100 g/L substrate within 6 h, affording (R)-3-quinuclidinol with >99% conversion and enantiomeric excess (ee). The exceptional biocatalytic performance, coupled with high substrate tolerance and operational stability, underscores the potential of this engineered enzyme for sustainable industrial manufacturing.
Biotechnology JournalBiochemistry, Genetics and Molecular Biology-Molecular Medicine
CiteScore
8.90
自引率
2.10%
发文量
123
审稿时长
1.5 months
期刊介绍:
Biotechnology Journal (2019 Journal Citation Reports: 3.543) is fully comprehensive in its scope and publishes strictly peer-reviewed papers covering novel aspects and methods in all areas of biotechnology. Some issues are devoted to a special topic, providing the latest information on the most crucial areas of research and technological advances.
In addition to these special issues, the journal welcomes unsolicited submissions for primary research articles, such as Research Articles, Rapid Communications and Biotech Methods. BTJ also welcomes proposals of Review Articles - please send in a brief outline of the article and the senior author''s CV to the editorial office.
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Systems Biotechnology
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Nanobiotechnology and Biomaterials
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Omics technologies
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Bioprocess engineering and Downstream processing
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