Rational Design of a Carbonyl Reductase Yields a Robust Biocatalyst for Industrial Synthesis of (R)-3-Quinuclidinol

IF 3.1 3区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS
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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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.

羰基还原酶的合理设计为工业合成(R)-3-喹啉醇提供了一个强大的生物催化剂。
(R)-3-喹啉醇是一种关键的手性合成物,用于诸如塔尔沙利定、revatropate和索利那新等药物。然而,传统的化学合成路线存在固有的缺点,包括外消旋分解效率低和依赖昂贵的手性催化剂。在这项研究中,从20个候选物中选择了一个高活性的羰基还原酶(CRs-7),随后通过结合分子动力学(MD)模拟的机器学习辅助策略进行设计。最佳突变体V167F/C171Y的催化活性比野生型酶提高了5.3倍。结构和计算分析表明,突变重塑了基质通道的结构,导致亲核攻击距离(d1和d2)减少,催化加速。此外,将V167F/C171Y变体应用于50-L生物反应器中,其中仅需要7.50 g/L DCW(干细胞重量)的全细胞生物催化剂即可在6 h内完全转化100 g/L底物,生成转化率为bb0 99%的(R)-3-喹啉,并产生对映体多余(ee)。卓越的生物催化性能,加上高底物耐受性和操作稳定性,强调了这种工程酶在可持续工业制造中的潜力。
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来源期刊
Biotechnology Journal
Biotechnology Journal Biochemistry, 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. BTJ promotes a special emphasis on: Systems Biotechnology Synthetic Biology and Metabolic Engineering Nanobiotechnology and Biomaterials Tissue engineering, Regenerative Medicine and Stem cells Gene Editing, Gene therapy and Immunotherapy Omics technologies Industrial Biotechnology, Biopharmaceuticals and Biocatalysis Bioprocess engineering and Downstream processing Plant Biotechnology Biosafety, Biotech Ethics, Science Communication Methods and Advances.
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