97 results on '"Aitao Li"'
Search Results
2. Identification, heterologous expression and characterization of a new unspecific peroxygenase from Marasmius fiardii PR-910
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Xin Fu, Kexin Lin, Xiaodong Zhang, Zhiyong Guo, Lixin Kang, and Aitao Li
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Unspecific peroxygenase ,Marasmius fiardii ,Heterologous expression ,Characterization ,Semi-preparative ,Technology ,Chemical technology ,TP1-1185 ,Biotechnology ,TP248.13-248.65 - Abstract
Abstract Unspecific peroxygenases (UPOs) are glycosylated enzymes that provide an efficient method for oxyfunctionalizing a variety of substrates using only hydrogen peroxide (H2O2) as the oxygen donor. However, their poor heterologous expression has hindered their practical application. Here, a novel UPO from Marasmius fiardii PR910 (MfiUPO) was identified and heterologously expressed in Pichia pastoris. By employing a two-copy expression cassette, the protein titer reached 1.18 g L−1 in a 5 L bioreactor, marking the highest record. The glycoprotein rMfiUPO exhibited a smeared band in the 40 to 55 kDa range and demonstrated hydroxylation, epoxidation and alcohol oxidation. Moreover, the peroxidative activity was enhanced by 150% after exposure to 50% (v/v) acetone for 40 h. A semi-preparative production of 4-OH-β-ionone on a 100 mL scale resulted in a 54.2% isolated yield with 95% purity. With its high expression level, rMfiUPO is a promising candidate as an excellent parental template for enhancing desirable traits such as increased stability and selectivity through directed evolution, thereby meeting the necessary criteria for practical application. Graphical Abstract
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- 2024
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3. Hydroxylases involved in terpenoid biosynthesis: a review
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Zihan Zhang, Qing-Yang Wu, Yue Ge, Zheng-Yu Huang, Ran Hong, Aitao Li, Jian-He Xu, and Hui-Lei Yu
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Biooxidation ,Cytochrome P450 monooxygenase ,Hydroxylase ,Natural products ,Terpenoids ,Technology ,Chemical technology ,TP1-1185 ,Biotechnology ,TP248.13-248.65 - Abstract
Abstract Terpenoids are pervasive in nature and display an immense structural diversity. As the largest category of plant secondary metabolites, terpenoids have important socioeconomic value in the fields of pharmaceuticals, spices, and food manufacturing. The biosynthesis of terpenoid skeletons has made great progress, but the subsequent modifications of the terpenoid framework are poorly understood, especially for the functionalization of inert carbon skeleton usually catalyzed by hydroxylases. Hydroxylase is a class of enzymes that plays an important role in the modification of terpenoid backbone. This review article outlines the research progress in the identification, molecular modification, and functional expression of this class of enzymes in the past decade, which are profitable for the discovery, engineering, and application of more hydroxylases involved in the plant secondary metabolism. Graphical Abstract
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- 2023
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4. Active-site engineering of ω-transaminase from Ochrobactrum anthropi for preparation of L-2-aminobutyric acid
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Zhiwei Zhang, Yang Liu, Jing Zhao, Wenqiang Li, Ruiwen Hu, Xia Li, Aitao Li, Yaping Wang, and Lixin Ma
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ω-transaminase ,Saturation mutagenesis ,L-2-aminobutyric acid ,Molecular docking ,L57C/M419I variant ,Biotechnology ,TP248.13-248.65 - Abstract
Abstract Background The unnatural amino acid, L-2-aminobutyric acid (L-ABA) is an essential chiral building block for various pharmaceutical drugs, such as the antiepileptic drug levetiracetam and the antituberculosis drug ethambutol. The present study aims at obtaining variants of ω-transaminase from Ochrobactrum anthropi (OATA) with high catalytic activity to α-ketobutyric acid through protein engineering. Results Based on the docking model using α-ketobutyric acid as the ligand, 6 amino acid residues, consisting of Y20, L57, W58, G229, A230 and M419, were chosen for saturation mutagenesis. The results indicated that L57C, M419I, and A230S substitutions demonstrated the highest elevation of enzymatic activity among 114 variants. Subsequently, double substitutions combining L57C and M419I caused a further increase of the catalytic efficiency to 3.2-fold. This variant was applied for threonine deaminase/OATA coupled reaction in a 50-mL reaction system with 300 mM L-threonine as the substrate. The reaction was finished in 12 h and the conversion efficiency of L-threonine into L-ABA was 94%. The purity of L-ABA is 75%, > 99% ee. The yield of L-ABA was 1.15 g. Conclusion This study provides a basis for further engineering of ω-transaminase for producing chiral amines from keto acids substrates.
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- 2021
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5. Pervasive cooperative mutational effects on multiple catalytic enzyme traits emerge via long-range conformational dynamics
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Carlos G. Acevedo-Rocha, Aitao Li, Lorenzo D’Amore, Sabrina Hoebenreich, Joaquin Sanchis, Paul Lubrano, Matteo P. Ferla, Marc Garcia-Borràs, Sílvia Osuna, and Manfred T. Reetz
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Science - Abstract
Connecting conformational dynamics and epistasis has so far been limited to a few proteins and a single fitness trait. Here, the authors provide evidence of positive epistasis on multiple catalytic traits in the evolution and dynamics of engineered cytochrome P450 monooxygenase, offering insights for in silico protein design.
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- 2021
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6. One-pot biocatalytic route from cycloalkanes to α,ω‐dicarboxylic acids by designed Escherichia coli consortia
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Fei Wang, Jing Zhao, Qian Li, Jun Yang, Renjie Li, Jian Min, Xiaojuan Yu, Gao-Wei Zheng, Hui-Lei Yu, Chao Zhai, Carlos G. Acevedo-Rocha, Lixin Ma, and Aitao Li
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Science - Abstract
Aliphatic α,ω-dicarboxylic acids (DCAs) are widely used chemicals that are synthesised by multistage chemical oxidations. Here, the authors report an artificially designed biocatalytic cascade for the oxidation of cycloalkanes or cycloalkanols to DCAs in the form of microbial consortia, composed of three Escherichia coli cell modules.
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- 2020
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7. Biosynthesis of organic molecules via artificial cascade reactions based on cytochrome P450 monooxygenases
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Ren-Jie Li, Zhongwei Zhang, Carlos G. Acevedo-Rocha, Jing Zhao, and Aitao Li
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Cascade reaction ,P450 monooxygenase ,Oxyfunctionalization ,Biocatalysis ,Artificial pathway ,Chemical technology ,TP1-1185 ,Biochemistry ,QD415-436 - Abstract
Cytochrome P450 monooxygenases (P450s) play crucial roles in the oxyfunctionalization of non-activated hydrocarbons, thus bridging the gap between simple molecules and high value-added fine chemicals. The introduction of P450s into artificially designed cascade reactions provides an exciting opportunity to accomplish challenging reactions and access organic compounds that cannot be achieved by traditional chemical catalysts or by natural metabolic pathways. The main objective of this review is to provide an overview of different types of artificially designed multi-step cascades in which P450s are involved as key catalysts in the biosynthesis of various organic molecules. The different efforts include in vitro multi-enzymatic biocatalytic cascades, in vivo biocatalytic cascades as well as chemo-enzymatic hybrid cascades. Overall, this work provides an overview of cascade reactions involving P450s with various potential applications for the industrial production of food, cosmetics, polymers and pharmaceuticals.
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- 2020
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8. Bacterial cytochrome P450-catalyzed regio- and stereoselective steroid hydroxylation enabled by directed evolution and rational design
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Xiaodong Zhang, Yaqin Peng, Jing Zhao, Qian Li, Xiaojuan Yu, Carlos G. Acevedo-Rocha, and Aitao Li
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Biocatalysis ,Cytochrome P450 ,Steroid hydroxylation ,Regioselectivity ,Stereoselectivity ,Directed evolution ,Technology ,Chemical technology ,TP1-1185 ,Biotechnology ,TP248.13-248.65 - Abstract
Abstract Steroids are the most widely marketed products by the pharmaceutical industry after antibiotics. Steroid hydroxylation is one of the most important functionalizations because their derivatives enable a higher biological activity compared to their less polar non-hydroxylated analogs. Bacterial cytochrome P450s constitute promising biocatalysts for steroid hydroxylation due to their high expression level in common workhorses like Escherichia coli. However, they often suffer from wrong or insufficient regio- and/or stereoselectivity, low activity, narrow substrate range as well as insufficient thermostability, which hampers their industrial application. Fortunately, these problems can be generally solved by protein engineering based on directed evolution and rational design. In this work, an overview of recent developments on the engineering of bacterial cytochrome P450s for steroid hydroxylation is presented.
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- 2020
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9. Wastewater-powered high-value chemical synthesis in a hybrid bioelectrochemical system
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Ranran Wu, Yang-Yang Yu, Yuanming Wang, Yan-Zhai Wang, Haiyan Song, Chunling Ma, Ge Qu, Chun You, Zhoutong Sun, Wuyuan Zhang, Aitao Li, Chang Ming Li, Yang-Chun Yong, and Zhiguang Zhu
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Materials in biotechnology ,Materials science ,Electrochemistry ,Bio-electrochemistry ,Science - Abstract
Summary: A microbial electrochemical system could potentially be applied as a biosynthesis platform by extracting wastewater energy while converting it to value-added chemicals. However, the unfavorable thermodynamics and sluggish kinetics of in vivo whole-cell cathodic catalysis largely limit product diversity and value. Herein, we convert the in vivo cathodic reaction to in vitro enzymatic catalysis and develop a microbe-enzyme hybrid bioelectrochemical system (BES), where microbes release the electricity from wastewater (anode) to power enzymatic catalysis (cathode). Three representative examples for the synthesis of pharmaceutically relevant compounds, including halofunctionalized oleic acid based on a cascade reaction, (4-chlorophenyl)-(pyridin-2-yl)-methanol based on electrochemical cofactor regeneration, and l-3,4-dihydroxyphenylalanine based on electrochemical reduction, were demonstrated. According to the techno-economic analysis, this system could deliver high system profit, opening an avenue to a potentially viable wastewater-to-profit process while shedding scientific light on hybrid BES mechanisms toward a sustainable reuse of wastewater.
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- 2021
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10. Exploring the Potential of Cytochrome P450 CYP109B1 Catalyzed Regio—and Stereoselective Steroid Hydroxylation
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Xiaodong Zhang, Yun Hu, Wei Peng, Chenghua Gao, Qiong Xing, Binju Wang, and Aitao Li
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cytochrome P450 ,steroids hydroxylation ,regioselectivity ,stereoselectivity ,redox partner ,CYP109B1 ,Chemistry ,QD1-999 - Abstract
Cytochrome P450 enzyme CYP109B1 is a versatile biocatalyst exhibiting hydroxylation activities toward various substrates. However, the regio- and stereoselective steroid hydroxylation by CYP109B1 is far less explored. In this study, the oxidizing activity of CYP109B1 is reconstituted by coupling redox pairs from different sources, or by fusing it to the reductase domain of two self-sufficient P450 enzymes P450RhF and P450BM3 to generate the fused enzyme. The recombinant Escherichia coli expressing necessary proteins are individually constructed and compared in steroid hydroxylation. The ferredoxin reductase (Fdr_0978) and ferredoxin (Fdx_1499) from Synechococcus elongates is found to be the best redox pair for CYP109B1, which gives above 99% conversion with 73% 15β selectivity for testosterone. By contrast, the rest ones and the fused enzymes show much less or negligible activity. With the aid of redox pair of Fdr_0978/Fdx_1499, CYP109B1 is used for hydroxylating different steroids. The results show that CYP109B1 displayed good to excellent activity and selectivity toward four testosterone derivatives, giving all 15β-hydroxylated steroids as main products except for 9 (10)-dehydronandrolone, for which the selectivity is shifted to 16β. While for substrates bearing bulky substitutions at C17 position, the activity is essentially lost. Finally, the origin of activity and selectivity for CYP109B1 catalyzed steroid hydroxylation is revealed by computational analysis, thus providing theoretical basis for directed evolution to further improve its catalytic properties.
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- 2021
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11. A redox-mediated Kemp eliminase
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Aitao Li, Binju Wang, Adriana Ilie, Kshatresh D. Dubey, Gert Bange, Ivan V. Korendovych, Sason Shaik, and Manfred T. Reetz
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Science - Abstract
The majority of enzymatic Kemp elimination reactions proceed via a well-established acid-base mechanism. Here, the authors show that cytochrome P450 is able to metabolize the leflunomide drug via a redox Kemp elimination, offering new insights into enzyme catalysis.
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- 2017
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12. Chemical and Biocatalytic Routes to Arbutin †
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Hangyu Zhou, Jing Zhao, Aitao Li, and Manfred T. Reetz
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arbutin ,glycosyltransferases ,glucosides ,shikimate pathway ,cosmetics ,directed evolution ,Chinese folk medicines ,Organic chemistry ,QD241-441 - Abstract
Arbutin (also called β-arbutin) is a natural product occurring in the leaves of a variety of different plants, the bearberries of the Ericaceae and Saxifragaceae families being prominent examples. It is a β-glucoside derived from hydroquinone (HQ; 1,4-dihydroxybenzene). Arbutin has been identified in traditional Chinese folk medicines as having, inter alia, anti-microbial, anti-oxidant, and anti-inflammatory properties that useful in the treatment of different ailments including urinary diseases. Today, it is also used worldwide for the treatment of skin ailments by way of depigmenting, which means that arbutin is a component of many products in the cosmetics and healthcare industries. It is also relevant in the food industry. Hundreds of publications have appeared describing the isolation, structure determination, toxicology, synthesis, and biological properties of arbutin as well as the molecular mechanism of melanogenesis (tyrosinase inhibition). This review covers the most important aspects with special emphasis on the chemical and biocatalytic methods for the production of arbutin.
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- 2019
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13. Directed Synthesis of Biobased 1,6-Diaminohexane from Adipic Acid by Rational Regulation of a Functional Enzyme Cascade in Escherichia coli
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Li Wang, Guohui Li, Aitao Li, and Yu Deng
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Renewable Energy, Sustainability and the Environment ,General Chemical Engineering ,Environmental Chemistry ,General Chemistry - Published
- 2023
14. Engineering of a P450-based Kemp eliminase with a new mechanism
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Aitao Li, Qian Wang, Xitong Song, Xiaodong Zhang, Jian-Wen Huang, Chun-Chi Chen, Rey-Ting Guo, Binju Wang, and Manfred T. Reetz
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General Medicine - Published
- 2023
15. Rationally Controlling Selective Steroid Hydroxylation via Scaffold Sampling of a P450 Family
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Xiaodong Zhang, Panpan Shen, Jing Zhao, Yueyue Chen, Xian Li, Jian-Wen Huang, Lilan Zhang, Qian Li, Chenghua Gao, Qiong Xing, Chun-Chi Chen, Rey-Ting Guo, and Aitao Li
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General Chemistry ,Catalysis - Published
- 2023
16. Biocatalytic aminohydroxylation of styrenes for efficient synthesis of enantiopure β-amino alcohols
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Ruiwen Hu, Anjie Gong, Langxing Liao, Yan-Xin Zheng, Xin Liu, Peng Wu, Fushuai Li, Huili Yu, Jing Zhao, Long-Wu Ye, Binju Wang, and Aitao Li
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General Medicine - Published
- 2023
17. A Fungal P450 Enzyme from Fusarium graminearum with Unique 12β-Steroid Hydroxylation Activity
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Ling Wang, Xiaowei Wu, Chenghua Gao, Lingrui Wei, Qian Li, and Aitao Li
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Ecology ,Applied Microbiology and Biotechnology ,Food Science ,Biotechnology - Abstract
Regioselective and stereoselective hydroxylation is of vital importance in the functionalization of steroids, which remains challenging in organic synthesis. In particular, the C12-hydroxy steroids play a significant role in the synthesis of many important steroidal drugs.
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- 2023
18. Transforming Inert Cycloalkanes into α,ω‐Diamines by Designed Enzymatic Cascade Catalysis
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Zhongwei Zhang, Lin Fang, Fei Wang, Yu Deng, Zhengbin Jiang, and Aitao Li
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General Medicine ,General Chemistry ,Catalysis - Published
- 2023
19. A Chemoenzymatic Strategy for the Synthesis of Steroid Drugs Enabled by P450 Monooxygenase-Mediated Steroidal Core Modification
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Yaqin Peng, Chenghua Gao, Zili Zhang, Shijie Wu, Jing Zhao, and Aitao Li
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General Chemistry ,Catalysis - Published
- 2022
20. Molecular Basis for a Toluene Monooxygenase to Govern Substrate Selectivity
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Chun-Chi Chen, Meng Dai, Lilan Zhang, Jing Zhao, Wei Zeng, Min Shi, Jian-Wen Huang, Weidong Liu, Rey-Ting Guo, and Aitao Li
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General Chemistry ,Catalysis - Published
- 2022
21. Recent advances in the sustainable production of α,ω-C6 bifunctional compounds enabled by chemo-/biocatalysts
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Qian Li, Zhongwei Zhang, Jing Zhao, and Aitao Li
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Environmental Chemistry ,Pollution - Abstract
We review the recent progress of synthesis routes for four α,ω-C6 bifunctional compounds (6-hydroxyhexanoic acid, 6-aminocaproic acid, 1,6-hexanediol and 1,6-hexanediamine), focusing on routes involving sustainable catalysts or renewable feedstocks.
- Published
- 2022
22. Active-site engineering of ω-transaminase from Ochrobactrum anthropi for preparation of L-2-aminobutyric acid
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Wang Yaping, Xia Li, Wenqiang Li, Yang Liu, Ruiwen Hu, Lixin Ma, Jing Zhao, Zhiwei Zhang, and Aitao Li
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Ochrobactrum anthropi ,Stereochemistry ,Transaminase ,Catalytic Domain ,Threonine ,Saturated mutagenesis ,Transaminases ,L-2-aminobutyric acid ,chemistry.chemical_classification ,Saturation mutagenesis ,biology ,Aminobutyrates ,Active site ,Protein engineering ,biology.organism_classification ,ω-transaminase ,Amino acid ,Enzyme ,chemistry ,Molecular docking ,biology.protein ,L57C/M419I variant ,TP248.13-248.65 ,Research Article ,Biotechnology - Abstract
Background The unnatural amino acid, L-2-aminobutyric acid (L-ABA) is an essential chiral building block for various pharmaceutical drugs, such as the antiepileptic drug levetiracetam and the antituberculosis drug ethambutol. The present study aims at obtaining variants of ω-transaminase from Ochrobactrum anthropi (OATA) with high catalytic activity to α-ketobutyric acid through protein engineering. Results Based on the docking model using α-ketobutyric acid as the ligand, 6 amino acid residues, consisting of Y20, L57, W58, G229, A230 and M419, were chosen for saturation mutagenesis. The results indicated that L57C, M419I, and A230S substitutions demonstrated the highest elevation of enzymatic activity among 114 variants. Subsequently, double substitutions combining L57C and M419I caused a further increase of the catalytic efficiency to 3.2-fold. This variant was applied for threonine deaminase/OATA coupled reaction in a 50-mL reaction system with 300 mM L-threonine as the substrate. The reaction was finished in 12 h and the conversion efficiency of L-threonine into L-ABA was 94%. The purity of L-ABA is 75%, > 99% ee. The yield of L-ABA was 1.15 g. Conclusion This study provides a basis for further engineering of ω-transaminase for producing chiral amines from keto acids substrates.
- Published
- 2021
23. Transforming inert cycloalkanes into α,ω-diamines through designed enzymatic cascade catalysis
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Zhongwei Zhang, Lin Fang, Fei Wang, Yu Deng, Zhengbin Jiang, and Aitao Li
- Abstract
Aliphatic α,ω-diamines (DAs) are important monomer precursors in polyamide plastic manufacturing. However, the dominant industrial process for DA synthesis involves energy-intensive, multistage chemical reactions that are harmful to the environment. For instance, 1,6-hexanediamine (HMD), one of most prominent monomers in nylon-66 synthesis, is mainly synthesized with currently high technological control by butadiene hydrocyanation, which suffers from the use of highly toxic hydrogen cyanide, unsatisfactory selectivity and a complex separation process. Thus, the development of sustainable green DA synthetic routes is highly desired. Herein, we report an efficient one-potin vivobiocatalytic cascade for the transformation of cycloalkanes into DAs with the aid of advanced techniques, including the RetroBioCat tool for biocatalytic route design, enzyme mining for finding appropriate enzymes and microbial consortia construction for efficient pathway assembly. As a result, DAs are successfully produced by the developed microbial consortia-based biocatalytic system, especially HMD, and product concentrations as high as 16.5 mM and 7.6 mM are achieved when using cyclohexanol (CHOL) or cyclohexane (CH) as substrates, respectively. This also represents the highest HMD biosynthesis productivity to date. Other cycloalkanes also serve as substrates, indicating the generality of our approach.
- Published
- 2022
24. Building Flexible
- Author
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Gang-Gang, Chong, Liang-Yi, Ding, Yan-Yan, Qiu, Xiao-Long, Qian, Ya-Li, Dong, Chun-Xiu, Li, Aitao, Li, Jiang, Pan, and Jian-He, Xu
- Subjects
Escherichia coli ,Dicarboxylic Acids ,1-Octanol ,Carbon ,Oleic Acid - Abstract
Artificial biorefinery of oleic acid into 1,10-decanedioic acid represents a revolutionizing route to the sustainable production of chemically difficult-to-make bifunctional chemicals. However, the carbon atom economy is extremely low (56%) due to the formation of unifunctional
- Published
- 2022
25. Site-Directed Mutagenesis Method Mediated by Cas9
- Author
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Wanping, Chen, Wenwen, She, Aitao, Li, Chao, Zhai, and Lixin, Ma
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Mutagenesis ,Escherichia coli ,Mutagenesis, Site-Directed ,CRISPR-Cas Systems ,Polymerase Chain Reaction ,Plasmids - Abstract
This study presents an in vitro CRISPR/Cas9-mediated mutagenic (ICM) system that allows rapid construction of designed mutants or site-saturation mutagenesis libraries in a PCR-independent manner. The plasmid DNA is double digested with Cas9 bearing specific single guide RNAs to remove the target nucleotides. Next, T5 exonuclease excises both 5'-ends of the linearized plasmid to generate homologous regions of approximately 15 nt. Subsequently, a short dsDNA of approximately 30-50 bp containing the desired mutation cyclizes the plasmid through base pairing and introduces the mutation into the plasmid. The gaps are repaired in Escherichia coli host cells after transformation. This method is highly efficient and accurate. Both single and multiple site-directed mutagenesis can be successfully performed, especially to large sized plasmids. This method demonstrates the great potential for creating high-quality mutant libraries in directed evolution as an alternative to PCR-based saturation mutagenesis, thus facilitating research on synthetic biology.
- Published
- 2022
26. Biosynthesis of organic molecules via artificial cascade reactions based on cytochrome P450 monooxygenases
- Author
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Carlos G. Acevedo-Rocha, Renjie Li, Aitao Li, Zhongwei Zhang, and Jing Zhao
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biology ,Chemistry ,Artificial pathway ,Chemical technology ,Cytochrome P450 ,Oxyfunctionalization ,TP1-1185 ,QD415-436 ,Monooxygenase ,Combinatorial chemistry ,Biochemistry ,Organic molecules ,Metabolic pathway ,chemistry.chemical_compound ,Biosynthesis ,Cascade ,Cascade reaction ,biology.protein ,Biocatalysis ,P450 monooxygenase - Abstract
Cytochrome P450 monooxygenases (P450s) play crucial roles in the oxyfunctionalization of non-activated hydrocarbons, thus bridging the gap between simple molecules and high value-added fine chemicals. The introduction of P450s into artificially designed cascade reactions provides an exciting opportunity to accomplish challenging reactions and access organic compounds that cannot be achieved by traditional chemical catalysts or by natural metabolic pathways. The main objective of this review is to provide an overview of different types of artificially designed multi-step cascades in which P450s are involved as key catalysts in the biosynthesis of various organic molecules. The different efforts include in vitro multi-enzymatic biocatalytic cascades, in vivo biocatalytic cascades as well as chemo-enzymatic hybrid cascades. Overall, this work provides an overview of cascade reactions involving P450s with various potential applications for the industrial production of food, cosmetics, polymers and pharmaceuticals.
- Published
- 2020
27. Regio‐ and Stereoselective Steroid Hydroxylation at C7 by Cytochrome P450 Monooxygenase Mutants
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Jiahai Zhou, Jinfeng Chen, Aitao Li, Harry Rickerby, Lorenzo D’Amore, Chenghua Gao, Carlos G. Acevedo-Rocha, Marc Garcia-Borràs, Jinmei Zhu, Sílvia Osuna, Yaqin Peng, and Manfred T. Reetz
- Subjects
cytochromes ,oxidation ,Stereochemistry ,medicine.medical_treatment ,enzymes ,Mutant ,Molecular Dynamics Simulation ,010402 general chemistry ,Hydroxylation ,01 natural sciences ,Catalysis ,Substrate Specificity ,Steroid ,chemistry.chemical_compound ,Cytochrome P-450 Enzyme System ,Directed Evolution | Hot Paper ,medicine ,directed evolution ,Research Articles ,chemistry.chemical_classification ,biology ,010405 organic chemistry ,Chemistry ,Mutagenesis ,Regioselectivity ,Cytochrome P450 ,Hydrogen Bonding ,Stereoisomerism ,General Chemistry ,General Medicine ,Monooxygenase ,Directed evolution ,0104 chemical sciences ,Enzyme ,Mutation ,biology.protein ,Steroids ,Stereoselectivity ,Oxidation-Reduction ,Research Article - Abstract
Steroidal C7β alcohols and their respective esters have shown significant promise as neuroprotective and anti‐inflammatory agents to treat chronic neuronal damage like stroke, brain trauma, and cerebral ischemia. Since C7 is spatially far away from any functional groups that could direct C−H activation, these transformations are not readily accessible using modern synthetic organic techniques. Reported here are P450‐BM3 mutants that catalyze the oxidative hydroxylation of six different steroids with pronounced C7 regioselectivities and β stereoselectivities, as well as high activities. These challenging transformations were achieved by a focused mutagenesis strategy and application of a novel technology for protein library construction based on DNA assembly and USER (Uracil‐Specific Excision Reagent) cloning. Upscaling reactions enabled the purification of the respective steroidal alcohols in moderate to excellent yields. The high‐resolution X‐ray structure and molecular dynamics simulations of the best mutant unveil the origin of regio‐ and stereoselectivity., One mutant, six targets: The regio‐ and stereoselective C−H activation for hydroxylation of six different steroids with formation of C7β alcohols was accomplished using a single P450 mutant evolved by protein library construction based on a special DNA assembly and cloning procedure. The C7β steroidal alcohols, not readily accessible by synthetic reagents or catalysts, are of intense interest as therapeutic drugs.
- Published
- 2020
28. Die zentrale Rolle der Methodenentwicklung in der gerichteten Evolution selektiver Enzyme
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Zhoutong Sun, Aitao Li, Manfred T. Reetz, Carlos G. Acevedo-Rocha, and Ge Qu
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Chemistry ,General Medicine - Published
- 2020
29. A single digestion, single-stranded oligonucleotide mediated PCR-independent site-directed mutagenesis method
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Chao Zhai, Han Rui, Fei Wang, Aitao Li, Mengjie Dong, Qingqing Li, and Lixin Ma
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Exonuclease ,Oligonucleotides ,DNA, Single-Stranded ,Cleavage (embryo) ,medicine.disease_cause ,Polymerase Chain Reaction ,Applied Microbiology and Biotechnology ,03 medical and health sciences ,chemistry.chemical_compound ,Plasmid ,Escherichia coli ,medicine ,Nucleotide ,Francisella novicida ,Francisella ,Site-directed mutagenesis ,030304 developmental biology ,chemistry.chemical_classification ,0303 health sciences ,biology ,030306 microbiology ,Oligonucleotide ,General Medicine ,Molecular biology ,chemistry ,Mutagenesis, Site-Directed ,biology.protein ,DNA ,Biotechnology - Abstract
A PCR-independent in vitro site-directed mutagenesis method was established. Cas12a from Francisella novicida (FnCas12a) linearizes the plasmid with single digestion. T5 exonuclease removes the target nucleotide. A short single- or double-stranded mutagenic oligonucleotide introduces the mutation. This rapid and simple mutagenesis method is referred to as FnCas12a and T5 exonuclease mediated site-directed mutagenesis system (CT5-SDM). The platform is also suitable for the mutagenesis of plasmids larger than 10 kb. KEY POINTS: Site-directed mutagenesis mediated by single-stranded DNA. Removing target site with T5 exonuclease. Highly efficient cleavage of target DNA with FnCas12a.
- Published
- 2020
30. One-pot biosynthesis of 1,6-hexanediol from cyclohexane byde novodesigned cascade biocatalysis
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Fei Wang, Jing Zhao, Xiaojuan Yu, Aitao Li, Zhongwei Zhang, Lixin Kang, Qian Li, and Renjie Li
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chemistry.chemical_compound ,1,6-Hexanediol ,chemistry ,Biosynthesis ,Biotransformation ,Cyclohexane ,Biocatalysis ,Cyclohexanol ,Environmental Chemistry ,Microbial consortium ,Pollution ,Combinatorial chemistry ,Chemical reaction - Abstract
1,6-Hexanediol (HDO) is an important precursor in the polymer industry. The current industrial route to produce HDO involves energy intensive and hazardous multistage (four-pot–four-step) chemical reactions using cyclohexane (CH) as the starting material, which leads to serious environmental problems. Here, we report the development of a biocatalytic cascade process for the biotransformation of CH to HDO under mild conditions in a one-pot–one-step manner. This cascade biocatalysis operates by using a microbial consortium composed of three E. coli cell modules, each containing the necessary enzymes. The cell modules with assigned functions were engineered in parallel, followed by combination to construct E. coli consortia for use in biotransformations. The engineered E. coli consortia, which contained the corresponding cell modules, efficiently converted not only CH or cyclohexanol to HDO, but also other cycloalkanes or cycloalkanols to related dihydric alcohols. In conclusion, the newly developed biocatalytic process provides a promising alternative to the current industrial process for manufacturing HDO and related dihydric alcohols.
- Published
- 2020
31. Site-Directed Mutagenesis Method Mediated by Cas9
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Wanping Chen, Wenwen She, Aitao Li, Chao Zhai, and Lixin Ma
- Published
- 2022
32. Bioorthogonal catalytic nanozyme-mediated lysosomal membrane leakage for targeted drug delivery
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Zhiyuan Sun, Qiqi Liu, Xinyue Wang, Jin Wu, Xueyan Hu, Miaomiao Liu, Xiangyun Zhang, Yonghua Wei, Zhijun Liu, Hongjiang Liu, Rui Chen, Fei Wang, Adam C. Midgley, Aitao Li, Xiyun Yan, Yanming Wang, Jie Zhuang, and Xinglu Huang
- Subjects
Neoplasms ,Medicine (miscellaneous) ,Humans ,Prodrugs ,Lysosomes ,Pharmacology, Toxicology and Pharmaceutics (miscellaneous) ,Catalysis - Published
- 2021
33. Mining methods and typical structural mechanisms of terpene cyclases
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Aitao Li, Hui-Lei Yu, Ru-Yi Ye, Jian-He Xu, and Zheng-Yu Huang
- Subjects
Technology ,Terpenoid biosynthesis ,Genomic mining ,Catalytic mechanisms ,010405 organic chemistry ,Renewable Energy, Sustainability and the Environment ,Chemistry ,Chemical technology ,fungi ,Biomedical Engineering ,Terpene cyclases ,Structural analysis ,Review ,TP1-1185 ,Computational biology ,010402 general chemistry ,01 natural sciences ,Terpenoid ,0104 chemical sciences ,Terpene ,Biochemical properties ,TP248.13-248.65 ,Food Science ,Biotechnology - Abstract
Terpenoids, formed by cyclization and/or permutation of isoprenes, are the most diverse and abundant class of natural products with a broad range of significant functions. One family of the critical enzymes involved in terpenoid biosynthesis is terpene cyclases (TCs), also known as terpene synthases (TSs), which are responsible for forming the ring structure as a backbone of functionally diverse terpenoids. With the recent advances in biotechnology, the researches on terpene cyclases have gradually shifted from the genomic mining of novel enzyme resources to the analysis of their structures and mechanisms. In this review, we summarize both the new methods for genomic mining and the structural mechanisms of some typical terpene cyclases, which are helpful for the discovery, engineering and application of more and new TCs.
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- 2021
34. Statistical Analysis of the Benefits of Focused Saturation Mutagenesis in Directed Evolution Based on Reduced Amino Acid Alphabets
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Aitao Li, Manfred T. Reetz, Ge Qu, and Zhoutong Sun
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chemistry.chemical_classification ,genetic structures ,010405 organic chemistry ,Stereochemistry ,Chemistry ,Mutagenesis (molecular biology technique) ,General Chemistry ,Protein engineering ,010402 general chemistry ,Directed evolution ,01 natural sciences ,Catalysis ,0104 chemical sciences ,Amino acid ,Enzyme ,Stereoselectivity ,Saturated mutagenesis ,Gene - Abstract
Directed evolution of stereo-, regio-, and chemoselective enzymes has enriched the toolbox of synthetic organic chemistry. Among the different gene mutagenesis techniques, saturation mutagenesis (S...
- Published
- 2019
35. PfAgo-based detection of SARS-CoV-2
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Zhai Chao, Aitao Li, Shuliang Chen, Lixin Ma, Longyu Wang, Jun Yang, Ruyi He, Yang Liu, Linlin Liu, Xiao Yu, and Fei Wang
- Subjects
Archaeal Proteins ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,Mutant ,Biomedical Engineering ,Biophysics ,Biosensing Techniques ,02 engineering and technology ,Biology ,01 natural sciences ,Genome ,Article ,Limit of Detection ,Molecular beacon ,Nasopharynx ,Electrochemistry ,Humans ,Point Mutation ,Detection limit ,SARS-CoV-2 ,010401 analytical chemistry ,COVID-19 ,General Medicine ,Argonaute ,021001 nanoscience & nanotechnology ,biology.organism_classification ,Molecular biology ,Recombinant Proteins ,PfAgo ,0104 chemical sciences ,Pyrococcus furiosus ,Quantitative PCR instrument ,COVID-19 Nucleic Acid Testing ,Argonaute Proteins ,RNA, Viral ,Molecular diagnosis ,0210 nano-technology ,Biotechnology - Abstract
In the present study, we upgraded Pyrococcus furiosus Argonaute (PfAgo) mediated nucleic acid detection method and established a highly sensitive and accurate molecular diagnosis platform for the large-scale screening of COVID-19 infection. Briefly, RT-PCR was performed with the viral RNA extracted from nasopharyngeal or oropharyngeal swabs as template to amplify conserved regions in the viral genome. Next, PfAgo, guide DNAs and molecular beacons in appropriate buffer were added to the PCR products, followed by incubating at 95 °C for 20–30 min. Subsequently, the fluorescence signal was detected. This method was named as SARS-CoV-2 PAND. The whole procedure is accomplished in approximately an hour with the using time of the Real-time fluorescence quantitative PCR instrument shortened from >1 h to only 3–5 min per batch in comparison with RT-qPCR, hence the shortage of the expensive Real-time PCR instrument is alleviated. Moreover, this platform was also applied to identify SARS-CoV-2 D614G mutant due to its single-nucleotide specificity. The diagnostic results of clinic samples with SARS-CoV-2 PAND displayed 100% consistence with RT-qPCR test., Graphical abstract Image 1
- Published
- 2021
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36. Pervasive cooperative mutational effects on multiple catalytic enzyme traits emerge via long-range conformational dynamics
- Author
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Sabrina Hoebenreich, Marc Garcia-Borràs, Lorenzo D’Amore, Sílvia Osuna, Paul Lubrano, Aitao Li, Matteo P. Ferla, Carlos G. Acevedo-Rocha, Joaquin Sanchis, Manfred T. Reetz, and Agencia Estatal de Investigación
- Subjects
0301 basic medicine ,Protein family ,Fitness landscape ,Science ,Catalitzadors ,General Physics and Astronomy ,Computational biology ,Molecular dynamics ,Molecular Dynamics Simulation ,Hydroxylation ,010402 general chemistry ,medicine.disease_cause ,01 natural sciences ,Article ,Catalysis ,Protein Structure, Secondary ,General Biochemistry, Genetics and Molecular Biology ,Substrate Specificity ,03 medical and health sciences ,Protein structure ,Cytochrome P-450 Enzyme System ,Catalytic Domain ,medicine ,Cinètica enzimàtica ,030304 developmental biology ,chemistry.chemical_classification ,0303 health sciences ,Mutation ,Multidisciplinary ,Catalysts ,Enzyme kinetics ,General Chemistry ,Enzymes ,0104 chemical sciences ,Kinetics ,Range (mathematics) ,030104 developmental biology ,Enzyme ,chemistry ,Biocatalysis ,Molecular evolution ,Epistasis ,Quantum chemistry ,Protein Binding - Abstract
Multidimensional fitness landscapes provide insights into the molecular basis of laboratory and natural evolution. To date, such efforts usually focus on limited protein families and a single enzyme trait, with little concern about the relationship between protein epistasis and conformational dynamics. Here, we report a multiparametric fitness landscape for a cytochrome P450 monooxygenase that was engineered for the regio- and stereoselective hydroxylation of a steroid. We develop a computational program to automatically quantify non-additive effects among all possible mutational pathways, finding pervasive cooperative signs and magnitude epistasis on multiple catalytic traits. By using quantum mechanics and molecular dynamics simulations, we show that these effects are modulated by long-range interactions in loops, helices and β-strands that gate the substrate access channel allowing for optimal catalysis. Our work highlights the importance of conformational dynamics on epistasis in an enzyme involved in secondary metabolism and offers insights for engineering P450s., Connecting conformational dynamics and epistasis has so far been limited to a few proteins and a single fitness trait. Here, the authors provide evidence of positive epistasis on multiple catalytic traits in the evolution and dynamics of engineered cytochrome P450 monooxygenase, offering insights for in silico protein design.
- Published
- 2021
37. Exploring the Potential of Cytochrome P450 CYP109B1 Catalyzed Regio—and Stereoselective Steroid Hydroxylation
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Wei Peng, Chenghua Gao, Xiaodong Zhang, Qiong Xing, Yun Hu, Binju Wang, and Aitao Li
- Subjects
cytochrome P450 ,Stereochemistry ,medicine.medical_treatment ,Reductase ,stereoselectivity ,010402 general chemistry ,01 natural sciences ,Steroid ,lcsh:Chemistry ,Hydroxylation ,03 medical and health sciences ,chemistry.chemical_compound ,medicine ,steroids hydroxylation ,Ferredoxin ,Original Research ,030304 developmental biology ,chemistry.chemical_classification ,0303 health sciences ,biology ,Cytochrome P450 ,General Chemistry ,redox partner ,Directed evolution ,CYP109B1 ,0104 chemical sciences ,Chemistry ,Enzyme ,lcsh:QD1-999 ,chemistry ,regioselectivity ,biology.protein ,Selectivity - Abstract
Cytochrome P450 enzyme CYP109B1 is a versatile biocatalyst exhibiting hydroxylation activities toward various substrates. However, the regio- and stereoselective steroid hydroxylation by CYP109B1 is far less explored. In this study, the oxidizing activity of CYP109B1 is reconstituted by coupling redox pairs from different sources, or by fusing it to the reductase domain of two self-sufficient P450 enzymes P450RhF and P450BM3 to generate the fused enzyme. The recombinant Escherichia coli expressing necessary proteins are individually constructed and compared in steroid hydroxylation. The ferredoxin reductase (Fdr_0978) and ferredoxin (Fdx_1499) from Synechococcus elongates is found to be the best redox pair for CYP109B1, which gives above 99% conversion with 73% 15β selectivity for testosterone. By contrast, the rest ones and the fused enzymes show much less or negligible activity. With the aid of redox pair of Fdr_0978/Fdx_1499, CYP109B1 is used for hydroxylating different steroids. The results show that CYP109B1 displayed good to excellent activity and selectivity toward four testosterone derivatives, giving all 15β-hydroxylated steroids as main products except for 9 (10)-dehydronandrolone, for which the selectivity is shifted to 16β. While for substrates bearing bulky substitutions at C17 position, the activity is essentially lost. Finally, the origin of activity and selectivity for CYP109B1 catalyzed steroid hydroxylation is revealed by computational analysis, thus providing theoretical basis for directed evolution to further improve its catalytic properties.
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- 2021
38. Bacterial cytochrome P450-catalyzed regio- and stereoselective steroid hydroxylation enabled by directed evolution and rational design
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Xiaojuan Yu, Xiaodong Zhang, Carlos G. Acevedo-Rocha, Aitao Li, Qian Li, Jing Zhao, and Yaqin Peng
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0301 basic medicine ,Cytochrome ,lcsh:Biotechnology ,medicine.medical_treatment ,Steroid hydroxylation ,Biomedical Engineering ,Cytochrome P450 ,lcsh:Chemical technology ,lcsh:Technology ,01 natural sciences ,Steroid ,Hydroxylation ,03 medical and health sciences ,chemistry.chemical_compound ,Regioselectivity ,lcsh:TP248.13-248.65 ,medicine ,lcsh:TP1-1185 ,biology ,lcsh:T ,010405 organic chemistry ,Renewable Energy, Sustainability and the Environment ,Rational design ,Stereoselectivity ,Protein engineering ,Directed evolution ,Combinatorial chemistry ,0104 chemical sciences ,030104 developmental biology ,chemistry ,Biocatalysis ,biology.protein ,Food Science ,Biotechnology - Abstract
Steroids are the most widely marketed products by the pharmaceutical industry after antibiotics. Steroid hydroxylation is one of the most important functionalizations because their derivatives enable a higher biological activity compared to their less polar non-hydroxylated analogs. Bacterial cytochrome P450s constitute promising biocatalysts for steroid hydroxylation due to their high expression level in common workhorses like Escherichia coli. However, they often suffer from wrong or insufficient regio- and/or stereoselectivity, low activity, narrow substrate range as well as insufficient thermostability, which hampers their industrial application. Fortunately, these problems can be generally solved by protein engineering based on directed evolution and rational design. In this work, an overview of recent developments on the engineering of bacterial cytochrome P450s for steroid hydroxylation is presented.
- Published
- 2020
39. Rapid and Error-Free Site-Directed Mutagenesis by a PCR-Free In Vitro CRISPR/Cas9-Mediated Mutagenic System
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Lixin Ma, Jinhui Xue, Ke Shui, Fei Wang, Ruyi He, Wenwen She, Manfred T. Reetz, Aitao Li, and Jing Ni
- Subjects
0301 basic medicine ,Exonuclease ,Biomedical Engineering ,Mutagenesis (molecular biology technique) ,Saccharomyces cerevisiae ,Protein Engineering ,Polymerase Chain Reaction ,01 natural sciences ,Biochemistry, Genetics and Molecular Biology (miscellaneous) ,Fungal Proteins ,Histones ,03 medical and health sciences ,chemistry.chemical_compound ,Plasmid ,CRISPR ,Saturated mutagenesis ,Site-directed mutagenesis ,biology ,010405 organic chemistry ,Chemistry ,Cas9 ,General Medicine ,0104 chemical sciences ,030104 developmental biology ,Biochemistry ,Mutagenesis, Site-Directed ,biology.protein ,CRISPR-Cas Systems ,DNA ,Plasmids - Abstract
The quality and efficiency of any PCR-based mutagenesis technique may not be optimal due to, among other things, amino acid bias, which means that the development of efficient PCR-free methods is desirable. Here, we present a highly efficient in vitro CRISPR/Cas9-mediated mutagenic (ICM) system that allows rapid construction of designed mutants in a PCR-free manner. First, it involves plasmid digestion by utilizing a complex of Cas9 with specific single guide RNA (sgRNA) followed by degradation with T5 exonuclease to generate a 15 nt homologous region. Second, primers containing the desired mutations are annealed to form the double-stranded DNA fragments, which are then ligated into the linearized plasmid. In theory, neither the size of the target plasmid nor the unavailable restriction enzyme site poses any problems that may arise in traditional techniques. In this study, single and multiple site-directed mutagenesis were successfully performed even for a large size plasmid (up to 9.0 kb). Moreover, a PCR-free site-saturation mutagenesis library on single site and two adjacent sites of a green fluorescent protein was also generated with promising results. This demonstrates the great potential of the ICM system for creating high-quality mutant libraries in directed evolution as an alternative to PCR-based saturation mutagenesis, thus facilitating research on synthetic biology.
- Published
- 2018
40. Bioamination of alkane with ammonium by an artificially designed multienzyme cascade
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Aitao Li, Chao Yang, Jian-He Xu, Xiao-Jing Luo, Fei-Fei Chen, Tuo Li, Hui-Lei Yu, and Gao-Wei Zheng
- Subjects
Biogenic Amines ,Streptomyces coelicolor ,Bioengineering ,Cyclohexylamine ,010402 general chemistry ,01 natural sciences ,Applied Microbiology and Biotechnology ,Cofactor ,chemistry.chemical_compound ,Bacterial Proteins ,Cytochrome P-450 Enzyme System ,Cascade reaction ,Alkanes ,Escherichia coli ,Amination ,Alcohol dehydrogenase ,Bacillales ,biology ,010405 organic chemistry ,Amine dehydrogenase ,Substrate (chemistry) ,biology.organism_classification ,Combinatorial chemistry ,0104 chemical sciences ,chemistry ,biology.protein ,Biotechnology - Abstract
Biocatalytic C–H amination is one of the most challenging tasks. C-H amination reaction can hardly be driven efficiently by solely one enzyme so far. Thus, enzymatic synergy represents an alternative strategy. Herein, we report an “Artificially Bioamination Pathway” for C–H amination of cyclohexane as a model substrate. Three enzymes, a monooxygenase P450BM3 mutant, an alcohol dehydrogenase ScCR from Streptomyces coelicolor and an amine dehydrogenase EsLeuDH from Exiguobacterium sibiricum, constituted a clean cascade reaction system with easy product isolation. Two independent cofactor regeneration systems were optimized to avoid interference from the endogenous NADH oxidases in the host E. coli cells. Based on a stepwise pH adjustment and ammonium supplement strategy, and using an in vitro mixture of cell-free extracts of the three enzymes, cyclohexylamine was produced in a titer of 14.9 mM, with a product content of up to 92.5%. Furthermore, designer cells coexpressing the three required enzymes were constructed and their capability of alkane bio-amination was examined. This artificially designed bioamination paves an attractive approach for enzymatic synthesis of amines from accessible and cheap alkanes.
- Published
- 2018
41. Enhancing the Catalytic Performance of a CYP116B Monooxygenase by Transdomain Combination Mutagenesis
- Author
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Ren-Jie Li, Aitao Li, Qi Chen, Hui-Lei Yu, Jian-He Xu, and Jing Zhao
- Subjects
0301 basic medicine ,Chemistry ,Stereochemistry ,Organic Chemistry ,Mutagenesis ,Monooxygenase ,Directed evolution ,Catalysis ,Inorganic Chemistry ,03 medical and health sciences ,Electron transfer ,030104 developmental biology ,Biocatalysis ,Physical and Theoretical Chemistry - Published
- 2018
42. Engineering P450LaMOstereospecificity and product selectivity for selective C–H oxidation of tetralin-like alkylbenzenes
- Author
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Jing Zhao, Ning Li, Ren-Jie Li, Qi Chen, Hui-Lei Yu, Jian-He Xu, and Aitao Li
- Subjects
chemistry.chemical_classification ,Ketone ,010405 organic chemistry ,Stereochemistry ,Protein engineering ,010402 general chemistry ,01 natural sciences ,Catalysis ,0104 chemical sciences ,Hydroxylation ,chemistry.chemical_compound ,Enantiopure drug ,Stereospecificity ,chemistry ,Alkylbenzenes ,Selectivity - Abstract
The P450-mediated asymmetric hydroxylation of inert C–H bonds is a chemically challenging reaction. Self-sufficient P450LaMO from the CYP116B subfamily could catalyze the transformation of 1,2,3,4-tetrahydronaphthalene to (S)-tetralol, despite its poor enantioselectivity (er 66 : 34) and product selectivity (the ratio of alcohol and ketone, ak, 76 : 24). To improve the selectivity, phenylalanine scanning and further protein engineering were performed to reshape the active pocket of P450LaMO, resulting in a mutant (T121V/Y385F/M391L) with not only improved (S)-enantioselectivity (er 98 : 2) but also excellent product selectivity (ak 99 : 1), in contrast to another mutant L97F/T121F/E282V/T283Y with complementary (R)-enantioselectivity (er 23 : 77). Moreover, the enantiopure (S)-alcohols formed by the P450LaMO-catalyzed oxidation of a series of alkylbenzenes are potentially important building blocks in the pharmaceutical industry. This Phe-based enantioselectivity engineering used for reshaping the active pocket of P450s could provide a guide to the protein evolution of other CYP116B members.
- Published
- 2018
43. Preparation of Structurally Diverse Chiral Alcohols by Engineering Ketoreductase CgKR1
- Author
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Yuan-Yang Liu, Wen-Yong Lou, Chun-Xiu Li, Hui-Lei Yu, Qi Chen, Jian-He Xu, Yunpeng Bai, Aitao Li, Lei Huang, and Gao-Wei Zheng
- Subjects
chemistry.chemical_classification ,010405 organic chemistry ,Stereochemistry ,High loading ,General Chemistry ,Protein engineering ,010402 general chemistry ,01 natural sciences ,Catalysis ,0104 chemical sciences ,Enzyme ,chemistry ,Biocatalysis ,Yield (chemistry) ,Specific activity ,Computational analysis - Abstract
Ketoreductases are tools for the synthesis of chiral alcohols in industry. However, the low activity of natural enzymes often restricts their use in industrial applications. On the basis of computational analysis and previous reports, two residues (F92 and F94) probably affecting the activity of ketoreductase CgKR1 were identified. By tuning these two residues, the CgKR1-F92C/F94W variant was obtained that exhibited higher activity toward all 28 structurally diverse substrates examined than the wild-type enzyme. Among them, 13 substrates have a specific activity over 50 U mg–1 (54–775 U mg–1). Using CgKR1-F92C/F94W as a catalyst, five substrates at high loading (>100 g–1 L–1) were reduced completely in gram-scale preparative reactions. This approach provides accesses to pharmaceutically relevant chiral alcohols with high enantioselectivity (up to 99.0% ee) and high space-time yield (up to 583 g–1 L–1 day–1). Molecular dynamics simulations highlighted the crucial role of residues 92 and 94 in activity impr...
- Published
- 2017
44. One-pot conversion of biomass-derived xylose to furfuralcohol by a chemo-enzymatic sequential acid-catalyzed dehydration and bioreduction
- Author
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Yun Ding, Chun-Xia Jiang, Cui-Luan Ma, Jun-Hua Di, Aitao Li, and Yu-Cai He
- Subjects
010405 organic chemistry ,Chemistry ,Substrate (chemistry) ,Xylose ,010402 general chemistry ,medicine.disease ,Furfural ,01 natural sciences ,Pollution ,Hydrolysate ,0104 chemical sciences ,Carrageenan ,Catalysis ,chemistry.chemical_compound ,Biochemistry ,Yield (chemistry) ,medicine ,Environmental Chemistry ,Dehydration ,Nuclear chemistry - Abstract
One-pot furfuralcohol (FOL) production via dehydration of corncob-derived xylose followed by bioreduction of furfural has been described. The synthesized biocompatible solid acid catalyst SO42−/SnO2-attapulgite has been characterized and used for the dehydration of xylose-rich hydrolysate, and the highest furfural yield of 44% is achieved when employing 3.6 wt% catalyst loading at 170 °C for 20 min. The recombinant Escherichia coli CCZU-A13 harboring a NADH-dependent reductase (SsCR) is found to catalyze the bioreduction of furfural to FOL, the whole-cell catalyst could tolerate as high as 300 mM furfural substrate to give 221 mM FOL after 12 h of reaction under the optimum conditions (1.0 mM glucose per mM furfural, 30 °C, pH 6.5, 0.1 g wet cells per mL). The two processes are successfully combined in a one-pot manner to transform the xylose-rich hydrolysate to furfural, and then to FOL with 44% yield based on the starting material xylose (100% FOL yield for the bioreduction step). Finally, recycling experiments for the carrageenan immobilized whole-cell and solid acid catalyst in one-pot FOL production are conducted; both catalysts show excellent recyclability and no obvious decrease in activity is detected after 5 cycles of reaction. The developed one-pot chemo-enzymatic approach is greatly useful for practical green FOL production from renewable biomass resources.
- Published
- 2017
45. Bioorthogonal catalytic nanozyme-mediated lysosomal membrane leakage for targeted drug delivery.
- Author
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Zhiyuan Sun, Qiqi Liu, Xinyue Wang, Jin Wu, Xueyan Hu, Miaomiao Liu, Xiangyun Zhang, Yonghua Wei, Zhijun Liu, Hongjiang Liu, Rui Chen, Fei Wang, Midgley, Adam C., Aitao Li, Xiyun Yan, Yanming Wang, Jie Zhuang, and Xinglu Huang
- Published
- 2022
- Full Text
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46. Attenuated substrate inhibition of a haloketone reductase via structure-guided loop engineering
- Author
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Jian-He Xu, Hui-Lei Yu, Aitao Li, Shu Quan, Yue-Peng Shang, and Qi Chen
- Subjects
0106 biological sciences ,0301 basic medicine ,Models, Molecular ,Stereochemistry ,Protein Conformation ,Bioengineering ,Reductase ,Crystallography, X-Ray ,Protein Engineering ,01 natural sciences ,Applied Microbiology and Biotechnology ,Substrate Specificity ,Hydrophobic effect ,03 medical and health sciences ,010608 biotechnology ,Enzyme kinetics ,chemistry.chemical_classification ,Binding Sites ,Substrate (chemistry) ,General Medicine ,Haloketone ,Amino acid ,Alcohol Oxidoreductases ,Kinetics ,030104 developmental biology ,Enzyme ,chemistry ,Biocatalysis ,Mutagenesis, Site-Directed ,Biotechnology - Abstract
Substrate inhibition of enzymes is one of the main obstacles encountered frequently in industrial biocatalysis. Haloketone reductase SsCR was seriously inhibited by substrate 2,2′,4′-trichloroacetophenone. In this study, two essential loops were found that have a relationship with substrate binding by conducting X-ray crystal structure analysis. Three key residues were selected from the tips of the loops and substituted with amino acids with lower hydrophobicity to weaken the hydrophobic interactions that bridge the two loops, resulting in a remarkable reduction of substrate inhibition. Among these variants, L211H showed a significant attenuation of substrate inhibition, with a Ki of 16 mM, which was 16 times that of the native enzyme. The kinetic parameter kcat/Km of L211H was 3.1 × 103 s−1 mM−1, showing the comparable catalytic efficiency to that of the wild-type enzyme (WT). At the substrate loading of 100 mM, the space time yield of variant L211H in asymmetric reduction of the haloketone was 3-fold higher than that of the WT.
- Published
- 2019
47. Engineering an alcohol dehydrogenase for nalancing kinetics in NADPH regeneration with 1,4-butanediol as a cosubstrate
- Author
-
Guochao Xu, Ruizhi Han, Zhou Jieyu, Aitao Li, Yan Ni, Cheng Zhu, Ye Ni, and Chemical Biology
- Subjects
General Chemical Engineering ,Kinetics ,1,4-butanediol ,02 engineering and technology ,010402 general chemistry ,01 natural sciences ,Cofactor ,chemistry.chemical_compound ,Balancing kinetics ,NADPH ,Environmental Chemistry ,NADPH regeneration ,SDG 7 - Affordable and Clean Energy ,Alcohol dehydrogenase ,biology ,Renewable Energy, Sustainability and the Environment ,Chemistry ,Cofactor regeneration ,Regeneration (biology) ,General Chemistry ,1,4-Butanediol ,021001 nanoscience & nanotechnology ,4-butanediol ,Combinatorial chemistry ,0104 chemical sciences ,Smart cosubstrate ,biology.protein ,0210 nano-technology ,SDG 7 – Betaalbare en schone energie - Abstract
Cofactor regeneration using diols as "smart cosubstrates" is one of the most promising approaches, due to the thermodynamic preference and 0.5-equiv requirement. In order to establish an efficient NADPH regeneration system with 1,4-butanediol (1,4-BD), a NADP+-dependent alcohol dehydrogenase from Kluyveromyces polysporus (KpADH) was engineered to solve the kinetic imbalance. Several hotspots were identified through molecular dynamic simulation and subjected to saturation and combinatorial mutagenesis. Variant KpADHV84I/Y127M exhibited a lower KM of 15.1 mM and a higher kcat of 30.1 min-1 than WTKpADH. The oxidation of 1,4-BD to 4-hydroxybutanal was found to be the rate-limiting step, for which the kcat/KM value of double mutant KpADHV84I/Y127M was 2.00 min-1·mM-1, 11.6-fold higher than that of WTKpADH. KpADHV84I/Y127M preferred diols with a longer chain length (C5-C6). The ratio of kcat/KM toward 2-hydroxytetrahydrofuran (2-HTHF), in comparison to 1,4-BD, in KpADHV84I/Y127M was dramatically reduced by almost 100-fold compared to WTKpADH, which was advantageous for NADPH regeneration. As much as 100 mM phenylpyruvic acid could be reduced into d-phenylalanine with 99.2% conversion in 6 h using merely 0.5 equiv of 1,4-BD. Both the improved catalytic efficiency toward 1,4-BD and the balanced kcat/KM between 1,4-BD and 2-HTHF contributed to the higher NADPH regeneration efficiency. This study provides guidance for engineering alcohol dehydrogenases for cosubstrate specificity toward diols and its application in NADPH regeneration for the preparation of chiral compounds of pharmaceutical relevance.
- Published
- 2019
48. The Crucial Role of Methodology Development in Directed Evolution of Selective Enzymes
- Author
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Manfred T. Reetz, Zhoutong Sun, Carlos G. Acevedo-Rocha, Aitao Li, and Ge Qu
- Subjects
Bacteria ,010405 organic chemistry ,Computer science ,In silico ,Rational design ,Fungi ,Mutagenesis (molecular biology technique) ,General Chemistry ,Protein engineering ,010402 general chemistry ,Directed evolution ,01 natural sciences ,Catalysis ,0104 chemical sciences ,Enzymes ,Machine Learning ,Development (topology) ,Biocatalysis ,Mutagenesis, Site-Directed ,Biochemical engineering ,Directed Molecular Evolution ,Organic Chemicals ,Saturated mutagenesis ,Gene synthesis - Abstract
Directed evolution of stereo-, regio-, and chemoselective enzymes constitutes a unique way to generate biocatalysts for synthetically interesting transformations in organic chemistry and biotechnology. In order for this protein engineering technique to be efficient, fast, and reliable, and also of relevance to synthetic organic chemistry, methodology development was and still is necessary. Following a description of early key contributions, this review focuses on recent developments. It includes optimization of molecular biological methods for gene mutagenesis and the design of efficient strategies for their application, resulting in notable reduction of the screening effort (bottleneck of directed evolution). When aiming for laboratory evolution of selectivity and activity, second-generation versions of Combinatorial Active-Site Saturation Test (CAST) and Iterative Saturation Mutagenesis (ISM), both involving saturation mutagenesis (SM) at sites lining the binding pocket, have emerged as preferred approaches, aided by in silico methods such as machine learning. The recently proposed Focused Rational Iterative Site-specific Mutagenesis (FRISM) constitutes a fusion of rational design and directed evolution. On-chip solid-phase chemical gene synthesis for rapid library construction enhances library quality notably by eliminating undesired amino acid bias, the future of directed evolution?
- Published
- 2019
49. Development of insomnia in patients with stroke: A systematic review and meta-analysis.
- Author
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Junwei Yang, Aitao Lin, Qingjing Tan, Weihua Dou, Jinyu Wu, Yang Zhang, Haohai Lin, Baoping Wei, Jiemin Huang, and Juanjuan Xie
- Subjects
Medicine ,Science - Abstract
Background and aimStroke is a serious threat to human life and health, and post-stroke insomnia is one of the common complications severely impairing patients' quality of life and delaying recovery. Early understanding of the relationship between stroke and post-stroke insomnia can provide clinical evidence for preventing and treating post-stroke insomnia. This study was to investigate the prevalence of insomnia in patients with stroke.MethodsThe Web of Science, PubMed, Embase, and Cochrane Library databases were used to obtain the eligible studies until June 2023. The quality assessment was performed to extract valid data for meta-analysis. The prevalence rates were used a random-efect. I2 statistics were used to assess the heterogeneity of the studies.ResultsTwenty-six studies met the inclusion criteria for meta-analysis, with 1,193,659 participants, of which 497,124 were patients with stroke.The meta-analysis indicated that 150,181 patients with stroke developed insomnia during follow-up [46.98%, 95% confidence interval (CI): 36.91-57.18] and 1806 patients with ischemic stroke (IS) or transient ischemic attack (TIA) developed insomnia (47.21%, 95% CI: 34.26-60.36). Notably, 41.51% of patients with the prevalence of nonclassified stroke developed insomnia (95% CI: 28.86-54.75). The incidence of insomnia was significantly higher in patients with acute strokes than in patients with nonacute strokes (59.16% vs 44.07%, P < 0.0001).Similarly, the incidence of insomnia was significantly higher in the patients with stroke at a mean age of ≥65 than patients with stroke at a mean age of ConclusionsStroke may be a predisposing factor for insomnia. Insomnia is more likely to occur in acute-phase stroke, and the prevalence of insomnia increases with patient age and follow-up time. Further, the rate of insomnia is higher in patients with stroke who use the Insomnia Assessment Diagnostic Tool.
- Published
- 2024
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- View/download PDF
50. Whole‐Cell‐Catalyzed Multiple Regio‐ and Stereoselective Functionalizations in Cascade Reactions Enabled by Directed Evolution
- Author
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Jian-He Xu, Aitao Li, Richard Lonsdale, Manfred T. Reetz, Zhoutong Sun, and Adriana Ilie
- Subjects
chemistry.chemical_classification ,Cyclohexane ,010405 organic chemistry ,Stereochemistry ,Cyclohexanol ,Cyclohexanone ,General Chemistry ,010402 general chemistry ,Directed evolution ,01 natural sciences ,Catalysis ,0104 chemical sciences ,chemistry.chemical_compound ,Enzyme ,chemistry ,Cascade ,Stereoselectivity - Abstract
Biocatalytic cascade reactions using isolated stereoselective enzymes or whole cells in one-pot processes lead to value-added chiral products in a single workup. The concept has been restricted mainly to starting materials and intermediate products that are accepted by the respective wild-type enzymes. In the present study, we exploited directed evolution as a means to create E. coli whole cells for regio- and stereoselective cascade sequences that are not possible using man-made catalysts. The approach is illustrated using P450-BM3 in combination with appropriate alcohol dehydrogenases as catalysts in either two-, three-, or four-step cascade reactions starting from cyclohexane, cyclohexanol, or cyclohexanone, respectively, leading to either (R,R)-, (S,S)-, or meso-cyclohexane-1,2-diol. The one-pot conversion of cyclohexane into (R)- or (S)-2-hydroxycyclohexanone in the absence of ADH is also described.
- Published
- 2016
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