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Zhao M, Zhou B, Jia X, Wang M, Liu Z, Zheng Y. Increasing catalytic efficiency of SceCPR by semi-rational engineering towards the asymmetric reduction of D-pantolactone. J Biotechnol 2023; 373:34-41. [PMID: 37392996 DOI: 10.1016/j.jbiotec.2023.06.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 06/23/2023] [Accepted: 06/27/2023] [Indexed: 07/03/2023]
Abstract
D-pantolactone (D-PL) is one of the important chiral intermediates in the synthesis of D-pantothenic acid. Our previous study has revealed that ketopantolactone (KPL) reductase in Saccharomyces cerevisiae (SceCPR) could asymmetrically reduce KPL to D-PL with a relatively weak activity. In this study, engineering of SceCPR was performed using a semi-rational design to enhance its catalytic activity. Based on the computer-aided design including phylogenetic analysis and molecular dynamics simulation, Ser158, Asn159, Gln180, Tyr208, Tyr298 and Trp299 were identified as the potential sites. Semi-saturation, single and combined-site mutagenesis was performed on all six residues, and several mutants with improved enzymatic activities were obtained. Among them, the mutant SceCPRS158A/Y298H exhibited the highest catalytic efficiency in which the kcat/Km value is 2466.22 s-1·mM-1, 18.5 times higher than that of SceCPR. The 3D structural analysis showed that the mutant SceCPRS158A/Y298H had an expanded and increased hydrophilicity catalytic pocket, and an enhanced π-π interaction which could contribute to faster conversion efficiency and higher catalytic rate. The whole cell system containing SceCPRS158A/Y298H and glucose dehydrogenase (GDH), under the optimized condition, could reduce 490.21 mM D-PL with e.e.≧ 99%, conversion rate = 98%, and the space-time yield = 382.80 g·L-1·d-1, which is the highest level reported so far.
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Affiliation(s)
- Man Zhao
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, People's Republic of China; The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, People's Republic of China
| | - Bin Zhou
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, People's Republic of China; The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, People's Republic of China
| | - Xiaoli Jia
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, People's Republic of China; The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, People's Republic of China
| | - Meinan Wang
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, People's Republic of China; The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, People's Republic of China
| | - Zhiqiang Liu
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, People's Republic of China; The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, People's Republic of China.
| | - Yuguo Zheng
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, People's Republic of China; The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, People's Republic of China
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2
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Shanbhag AP. Stairway to Stereoisomers: Engineering Short- and Medium-Chain Ketoreductases To Produce Chiral Alcohols. Chembiochem 2023; 24:e202200687. [PMID: 36640298 DOI: 10.1002/cbic.202200687] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 01/14/2023] [Accepted: 01/14/2023] [Indexed: 01/15/2023]
Abstract
The short- and medium-chain dehydrogenase/reductase superfamilies are responsible for most chiral alcohol production in laboratories and industries. In nature, they participate in diverse roles such as detoxification, housekeeping, secondary metabolite production, and catalysis of several chemicals with commercial and environmental significance. As a result, they are used in industries to create biopolymers, active pharmaceutical intermediates (APIs), and are also used as components of modular enzymes like polyketide synthases for fabricating bioactive molecules. Consequently, random, semi-rational and rational engineering have helped transform these enzymes into product-oriented efficient catalysts. The rise of newer synthetic chemicals and their enantiopure counterparts has proved challenging, and engineering them has been the subject of numerous studies. However, they are frequently limited to the synthesis of a single chiral alcohol. The study attempts to defragment and describe hotspots of engineering short- and medium-chain dehydrogenases/reductases for the production of chiral synthons.
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Affiliation(s)
- Anirudh P Shanbhag
- Department of Biophysics, Molecular Biology and Bioinformatics, University of Calcutta, Kolkata, 700009, India.,Bugworks Research India Pvt. Ltd., C-CAMP, National Centre for Biological Sciences (NCBS-TIFR), Bellary Road, Bangalore, 560003, India
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3
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Wang L, Zhang BB, Yang XY, Su BL. Alginate@polydopamine@SiO 2 microcapsules with controlled porosity for whole-cell based enantioselective biosynthesis of (S)-1-phenylethanol. Colloids Surf B Biointerfaces 2022; 214:112454. [PMID: 35290821 DOI: 10.1016/j.colsurfb.2022.112454] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 03/05/2022] [Accepted: 03/08/2022] [Indexed: 11/24/2022]
Abstract
Whole-cell biocatalysis, owing to its high enantioselectivity, environment friendly and mild reaction condition, show a great prospect in chemical, pharmaceutical and fuel industry. However, several problems still limit its wide applications, mainly concerning the low productivity and poor stability. Although the biocatalyst encapsulated in the most-commonly-used alginate hydrogels demonstrate enhanced stability, it still suffers from low biocatalytic productivity, long-term reusability and poor mass diffusion control. In this work, hybrid alginate@polydopamine@SiO2 microcapsules with controlled porosity are designed to encapsulate yeast cells for the asymmetric biosynthesis of (S)- 1-phenylethonal from acetophenone. The hybrid microcapsules are formed by the ionic cross-linking of alginate, the polymerization of dopamine monomers and the protamine-assisted colloidal packing of uniform-sized silica nanoparticles. Alginate provides the encapsulated cells with highly biocompatible environment. Polydopamine enables to stimulate the biocatalytic productivity of the encapsulated yeast cells. Silica shells can not only regulate the mass diffusion in biocatalysis but also enhance the long-term mechanical and chemical stability of the microcapsules. The morphology, structure, chemical composition, stability and molecular accessibility of the hybrid microcapsules are investigated in detail. The viability and asymmetric bioreduction performance of the cells encapsulated in microcapsules are evaluated. The 24 h product yield of the cells encapsulated in the hybrid microcapsules shows 1.75 times higher than that of the cells encapsulated in pure alginate microcapsules. After 6 batches, the 24 h product yield of the cells encapsulated in the hybrid microcapsules is well maintained and 2 times higher than that of the cells encapsulated in pure alginate microcapsules. Therefore, the hybrid microcapsules designed in this study enable to enhance the asymmetric biocatalytic activity, stability and reusability of the encapsulated cells, thus contributing to a significant progress in cell-encapsulating materials to be applied in biocatalytic asymmetric synthesis industry.
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Affiliation(s)
- Li Wang
- State Key Laboratory of Advanced Technology for Materials Synthesis and Processing, Wuhan University of Technology, Luoshi Road 122, Wuhan 430070, China; Laboratory of Inorganic Materials Chemistry (CMI), University of Namur, 61 Rue de Bruxelles, Namur 5000, Belgium
| | - Bo-Bo Zhang
- Laboratory of Inorganic Materials Chemistry (CMI), University of Namur, 61 Rue de Bruxelles, Namur 5000, Belgium; Guangdong Provincial Key Laboratory of Marine Biotechnology, Institute of Marine Sciences, Department of Biology, College of Science, Shantou University, Shantou 515063, China
| | - Xiao-Yu Yang
- State Key Laboratory of Advanced Technology for Materials Synthesis and Processing, Wuhan University of Technology, Luoshi Road 122, Wuhan 430070, China
| | - Bao-Lian Su
- State Key Laboratory of Advanced Technology for Materials Synthesis and Processing, Wuhan University of Technology, Luoshi Road 122, Wuhan 430070, China; Laboratory of Inorganic Materials Chemistry (CMI), University of Namur, 61 Rue de Bruxelles, Namur 5000, Belgium.
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4
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Theodosiou E, Tüllinghoff A, Toepel J, Bühler B. Exploitation of Hetero- and Phototrophic Metabolic Modules for Redox-Intensive Whole-Cell Biocatalysis. Front Bioeng Biotechnol 2022; 10:855715. [PMID: 35497353 PMCID: PMC9043136 DOI: 10.3389/fbioe.2022.855715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Accepted: 03/09/2022] [Indexed: 11/13/2022] Open
Abstract
The successful realization of a sustainable manufacturing bioprocess and the maximization of its production potential and capacity are the main concerns of a bioprocess engineer. A main step towards this endeavor is the development of an efficient biocatalyst. Isolated enzyme(s), microbial cells, or (immobilized) formulations thereof can serve as biocatalysts. Living cells feature, beside active enzymes, metabolic modules that can be exploited to support energy-dependent and multi-step enzyme-catalyzed reactions. Metabolism can sustainably supply necessary cofactors or cosubstrates at the expense of readily available and cheap resources, rendering external addition of costly cosubstrates unnecessary. However, for the development of an efficient whole-cell biocatalyst, in depth comprehension of metabolic modules and their interconnection with cell growth, maintenance, and product formation is indispensable. In order to maximize the flux through biosynthetic reactions and pathways to an industrially relevant product and respective key performance indices (i.e., titer, yield, and productivity), existing metabolic modules can be redesigned and/or novel artificial ones established. This review focuses on whole-cell bioconversions that are coupled to heterotrophic or phototrophic metabolism and discusses metabolic engineering efforts aiming at 1) increasing regeneration and supply of redox equivalents, such as NAD(P/H), 2) blocking competing fluxes, and 3) increasing the availability of metabolites serving as (co)substrates of desired biosynthetic routes.
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Affiliation(s)
- Eleni Theodosiou
- Institute of Applied Biosciences, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Adrian Tüllinghoff
- Department of Solar Materials, Helmholtz Centre for Environmental Research GmbH—UFZ, Leipzig, Germany
| | - Jörg Toepel
- Department of Solar Materials, Helmholtz Centre for Environmental Research GmbH—UFZ, Leipzig, Germany
| | - Bruno Bühler
- Department of Solar Materials, Helmholtz Centre for Environmental Research GmbH—UFZ, Leipzig, Germany
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5
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Bai Y, Luan P, Bai Y, Zare RN, Ge J. Enzyme-photo-coupled catalysis in gas-sprayed microdroplets. Chem Sci 2022; 13:8341-8348. [PMID: 35919726 PMCID: PMC9297532 DOI: 10.1039/d2sc02791g] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 06/22/2022] [Indexed: 11/21/2022] Open
Abstract
Enzyme-photo-coupled catalysis produces fine chemicals by combining the high selectivity of an enzyme with the green energy input of sunlight. Operating a large-scale system, however, remains challenging because of the...
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Affiliation(s)
- Yunxiu Bai
- Key Lab for Industrial Biocatalysis, Ministry of Education, Department of Chemical Engineering, Tsinghua University Beijing 100084 P. R. China
| | - Pengqian Luan
- Institute of Biomedical Health Technology and Engineering, Shenzhen Bay Laboratory Shenzhen 518107 P. R. China
| | - Yunpeng Bai
- State Key Laboratory of Bioreactor Engineering, Shanghai Collaborative Innovation Center for Biomanufacturing, East China University of Science and Technology (ECUST) Shanghai 200237 P. R. China
| | - Richard N Zare
- Department of Chemistry, Stanford University Stanford California 94305-5080 USA
| | - Jun Ge
- Key Lab for Industrial Biocatalysis, Ministry of Education, Department of Chemical Engineering, Tsinghua University Beijing 100084 P. R. China
- Institute of Biomedical Health Technology and Engineering, Shenzhen Bay Laboratory Shenzhen 518107 P. R. China
- Institute of Biopharmaceutical and Health Engineering, Tsinghua Shenzhen International Graduate School Shenzhen 518055 P. R. China
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Zachos I, Güner S, Essert A, Lommes P, Sieber V. Boosting artificial nicotinamide cofactor systems. Chem Commun (Camb) 2022; 58:11945-11948. [DOI: 10.1039/d2cc03423a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Developing inexpensive nicotinamide cofactor biomimetics to replace the expensive NAD(P)/H cofactors is an ongoing research activity.
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Affiliation(s)
- Ioannis Zachos
- Chair of Chemistry of Biogenic Resources, Technical University of Munich, Campus Straubing for Biotechnology and Sustainability, Schulgasse 16, 94315 Straubing, Germany
| | - Samed Güner
- Chair of Chemistry of Biogenic Resources, Technical University of Munich, Campus Straubing for Biotechnology and Sustainability, Schulgasse 16, 94315 Straubing, Germany
| | - Arabella Essert
- Chair of Chemistry of Biogenic Resources, Technical University of Munich, Campus Straubing for Biotechnology and Sustainability, Schulgasse 16, 94315 Straubing, Germany
| | - Peta Lommes
- Chair of Chemistry of Biogenic Resources, Technical University of Munich, Campus Straubing for Biotechnology and Sustainability, Schulgasse 16, 94315 Straubing, Germany
| | - Volker Sieber
- Chair of Chemistry of Biogenic Resources, Technical University of Munich, Campus Straubing for Biotechnology and Sustainability, Schulgasse 16, 94315 Straubing, Germany
- Catalysis Research Center, Technical University of Munich, 85748 Garching, Germany
- SynBioFoundry@TUM, Petersgasse 5, 94315 Straubing, Germany
- School of Chemistry and Molecular Biosciences, The University of Queensland, 68 Copper Road, St. Lucia, Queensland 4072, Australia
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7
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Efficient One-Step Biocatalytic Multienzyme Cascade Strategy for Direct Conversion of Phytosterol to C-17-Hydroxylated Steroids. Appl Environ Microbiol 2021; 87:e0032121. [PMID: 34586911 DOI: 10.1128/aem.00321-21] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Steroidal 17-carbonyl reduction is crucial to the production of natural bioactive steroid medicines, and boldenone (BD) is one of the important C-17-hydroxylated steroids. Although efforts have been made to produce BD through biotransformation, the challenges of the complex transformation process, high substrate costs, and low catalytic efficiencies have yet to be mastered. Phytosterol (PS) is the most widely accepted substrate for the production of steroid medicines due to its similar foundational structure and ubiquitous sources. 17β-Hydroxysteroid dehydrogenase (17βHSD) and its native electron donor play significant roles in the 17β-carbonyl reduction reaction of steroids. In this study, we bridged 17βHSD with a cofactor regeneration strategy in Mycobacterium neoaurum to establish a one-step biocatalytic carbonyl reduction strategy for the efficient biosynthesis of BD from PS for the first time. After investigating different intracellular electron transfer strategies, we rationally designed the engineered strain with the coexpression of 17βhsd and the glucose-6-phosphate dehydrogenase (G6PDH) gene in M. neoaurum. With the establishment of an intracellular cofactor regeneration strategy, the ratio of [NADPH]/[NADP+] was maintained at a relatively high level, the yield of BD increased from 17% (in MNR M3M-ayr1S.c) to 78% (in MNR M3M-ayr1&g6p with glucose supplementation), and the productivity was increased by 6.5-fold. Furthermore, under optimal glucose supplementation conditions, the yield of BD reached 82%, which is the highest yield reported for transformation from PS in one step. This study demonstrated an excellent strategy for the production of many other valuable carbonyl reduction steroidal products from natural inexpensive raw materials. IMPORTANCE Steroid C-17-carbonyl reduction is one of the important transformations for the production of valuable steroidal medicines or intermediates for the further synthesis of steroidal medicines, but it remains a challenge through either chemical or biological synthesis. Phytosterol can be obtained from low-cost residues of waste natural materials, and it is preferred as the economical and applicable substrate for steroid medicine production by Mycobacterium. This study explored a green and efficient one-step biocatalytic carbonyl reduction strategy for the direct conversion of phytosterol to C-17-hydroxylated steroids by bridging 17β-hydroxysteroid dehydrogenase with a cofactor regeneration strategy in Mycobacterium neoaurum. This work has practical value for the production of many valuable hydroxylated steroids from natural inexpensive raw materials.
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8
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Pei R, Wu W, Zhang Y, Tian L, Jiang W, Zhou SF. Characterization and Catalytic-Site-Analysis of an Aldo-Keto Reductase with Excellent Solvent Tolerance. Catalysts 2020; 10:1121. [DOI: 10.3390/catal10101121] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Aldo-keto reductases (AKRs) mediated stereoselective reduction of prochiral carbonyl compounds is an efficient way of preparing single enantiomers of chiral alcohols due to their high chemo-, enantio-, and regio-selectivity. To date, the application of AKRs in the asymmetric synthesis of chiral alcohols has been limited, due to the challenges of cloning and purifying. In this work, the aldo-keto reductase (AKR3-2-9) from Bacillus sp. was obtained, purified and proved to be NADPH-dependent. It exhibits good bioactivity and stability at 37 °C, pH 6.0. AKR3-2-9 is catalytically active on 11 pairs of substrates such as 3-methylcyclohexanone and methyl pyruvate, among which it showed the highest catalytic activity for acetylacetone. In addition, AKR3-2-9 was able to be resistant to five common organic solvents such as methanol and ethanol, it retained high catalytic activity even in a reaction system containing 10% v/v organic solvent for 6 h, which indicates its broad substrate spectrum and exceptional organic solvent tolerance. Furthermore, its three-dimensional structure was constructed and catalytic-site-analysis of the enzyme was conducted. Notably, it was capable of catalyzing the reaction of the key intermediates of duloxetine. The extensive substrate spectrum and predominant organic solvents resistance makes AK3-2-9 a promising enzyme which can be potentially applied in medicine synthesis.
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Affiliation(s)
- Rui Pei
- College of Chemical Engineering, Huaqiao University, 668 Jimei Blvd., Xiamen 361021, China
| | - Weiliang Wu
- College of Chemical Engineering, Huaqiao University, 668 Jimei Blvd., Xiamen 361021, China
| | - Yuqian Zhang
- College of Chemical Engineering, Huaqiao University, 668 Jimei Blvd., Xiamen 361021, China
| | - Libing Tian
- College of Chemical Engineering, Huaqiao University, 668 Jimei Blvd., Xiamen 361021, China
| | - Wei Jiang
- College of Chemical Engineering, Huaqiao University, 668 Jimei Blvd., Xiamen 361021, China
| | - Shu-Feng Zhou
- College of Chemical Engineering, Huaqiao University, 668 Jimei Blvd., Xiamen 361021, China
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9
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Zu H, Gu J, Zhang H, Fan A, Nie Y, Xu Y. Highly enantioselective synthesis of (R)-1,3-butanediol via deracemization of the corresponding racemate by a whole-cell stereoinverting cascade system. Microb Cell Fact 2020; 19:125. [PMID: 32513165 PMCID: PMC7282177 DOI: 10.1186/s12934-020-01384-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 05/30/2020] [Indexed: 11/11/2022] Open
Abstract
Background Deracemization, the transformation of the racemate into a single stereoisomeric product in 100% theoretical yield, is an appealing but challenging option for the asymmetric synthesis of optically pure chiral compounds as important pharmaceutical intermediates. To enhance the synthesis of (R)-1,3-butanediol from the corresponding low-cost racemate with minimal substrate waste, we designed a stereoinverting cascade deracemization route and constructed the cascade reaction for the total conversion of racemic 1,3-butanediol into its (R)-enantiomer. This cascade reaction consisted of the absolutely enantioselective oxidation of (S)-1,3-butanediol by Candida parapsilosis QC-76 and the subsequent asymmetric reduction of the intermediate 4-hydroxy-2-butanone to (R)-1,3-butanediol by Pichia kudriavzevii QC-1. Results The key reaction conditions including choice of cosubstrate, pH, temperature, and rotation speed were optimized systematically and determined as follows: adding acetone as the cosubstrate at pH 8.0, a temperature of 30 °C, and rotation speed of 250 rpm for the first oxidation process; in the next reduction process, the optimal conditions were: adding glucose as the cosubstrate at pH 8.0, a temperature of 35 °C, and rotation speed of 200 rpm. By investigating the feasibility of the step-by-step method with one-pot experiment as a natural extension for performing the oxidation–reduction cascade, the step-by-step approach exhibited high efficiency for this cascade process from racemate to (R)-1,3-butanediol. Under optimal conditions, 20 g/L of the racemate transformed into 16.67 g/L of (R)-1,3-butanediol with 99.5% enantiomeric excess by the oxidation–reduction cascade system in a 200-mL bioreactor. Conclusions The step-by-step cascade reaction efficiently produced (R)-1,3-butanediol from the racemate by biosynthesis and shows promising application prospects.
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Affiliation(s)
- Han Zu
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Road, Wuxi, 214122, China
| | - Jie Gu
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Road, Wuxi, 214122, China
| | - Hui Zhang
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Road, Wuxi, 214122, China
| | - Anwen Fan
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Road, Wuxi, 214122, China
| | - Yao Nie
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Road, Wuxi, 214122, China. .,Suqian Industrial Technology Research Institute of Jiangnan University, Suqian, 223814, China.
| | - Yan Xu
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Road, Wuxi, 214122, China.,State Key Laboratory of Food Science and Technology, Jiangnan University, 1800 Lihu Road, Wuxi, 214122, China
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Stereoselective synthesis of the key intermediate of ticagrelor and its diverse analogs using a new alcohol dehydrogenase from Rhodococcus kyotonensis. Process Biochem 2020. [DOI: 10.1016/j.procbio.2020.01.015] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
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11
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Şahin E. Synthesis of enantiopure (
S
)‐6‐chlorochroman‐4‐ol using whole‐cell
Lactobacillus paracasei
biotransformation. Chirality 2020; 32:400-406. [DOI: 10.1002/chir.23177] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 01/09/2020] [Accepted: 01/09/2020] [Indexed: 12/21/2022]
Affiliation(s)
- Engin Şahin
- Faculty of Health Sciencies, Department of Nutrition and DieteticsBayburt University Bayburt Turkey
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12
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Chen Q, Xie B, Zhou L, Sun L, Li S, Chen Y, Shi S, Li Y, Yu M, Li W. A Tailor-Made Self-Sufficient Whole-Cell Biocatalyst Enables Scalable Enantioselective Synthesis of (R)-3-Quinuclidinol in a High Space-Time Yield. Org Process Res Dev 2019. [DOI: 10.1021/acs.oprd.9b00004] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Affiliation(s)
- Qian Chen
- Department of Medicinal Chemistry, School of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Baogang Xie
- Office of School of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Liping Zhou
- Department of Medicinal Chemistry, School of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Lili Sun
- Department of Medicinal Chemistry, School of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Shanshan Li
- Department of Medicinal Chemistry, School of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Yuhan Chen
- Department of Medicinal Chemistry, School of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Shan Shi
- Department of Medicinal Chemistry, School of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Yang Li
- Department of Medicinal Chemistry, School of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Mingan Yu
- Department of Medicinal Chemistry, School of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
| | - Wei Li
- Department of Medicinal Chemistry, School of Pharmacy, Chongqing Medical University, Chongqing 400016, PR China
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13
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Xu W, Yao J, Liu L, Ma X, Li W, Sun X, Wang Y. Improving squalene production by enhancing the NADPH/NADP + ratio, modifying the isoprenoid-feeding module and blocking the menaquinone pathway in Escherichia coli. BIOTECHNOLOGY FOR BIOFUELS 2019; 12:68. [PMID: 30962822 PMCID: PMC6437923 DOI: 10.1186/s13068-019-1415-x] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Accepted: 03/20/2019] [Indexed: 05/27/2023]
Abstract
BACKGROUND Squalene is currently used widely in the food, cosmetics, and medicine industries. It could also replace petroleum as a raw material for fuels. Microbial fermentation processes for squalene production have been emerging over recent years. In this study, to study the squalene-producing potential of Escherichia coli (E. coli), we employed several increasing strategies for systematic metabolic engineering. These include the expression of human truncated squalene synthase, the overexpression of rate-limiting enzymes in isoprenoid pathway, the modification of isoprenoid-feeding module and the blocking of menaquinone pathway. RESULTS Herein, human truncated squalene synthase was engineered in Escherichia coli to create a squalene-producing bacterial strain. To increase squalene yield, we employed several metabolic engineering strategies. A fivefold squalene titer increase was achieved by expressing rate-limiting enzymes (IDI, DXS, and FPS) involved in the isoprenoid pathway. Pyridine nucleotide transhydrogenase (UdhA) was then expressed to improve the cellular NADPH/NADP+ ratio, resulting in a 59% increase in squalene titer. The Embden-Meyerhof pathway (EMP) was replaced with the Entner-Doudoroff pathway (EDP) and pentose phosphate pathway (PPP) to feed the isoprenoid pathway, along with the overexpression of zwf and pgl genes which encode rate-limiting enzymes in the EDP and PPP, leading to a 104% squalene content increase. Based on the blocking of menaquinone pathway, a further 17.7% increase in squalene content was achieved. Squalene content reached a final 28.5 mg/g DCW and 52.1 mg/L. CONCLUSIONS This study provided novel strategies for improving squalene yield and demonstrated the potential of producing squalene by E. coli.
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Affiliation(s)
- Wen Xu
- The Molecular Virology and Viral Immunology Laboratory, Xi’an Medical University, Xi’an, 710021 Shaanxi China
| | - Jia Yao
- The Molecular Virology and Viral Immunology Laboratory, Xi’an Medical University, Xi’an, 710021 Shaanxi China
| | - Lijun Liu
- The Molecular Virology and Viral Immunology Laboratory, Xi’an Medical University, Xi’an, 710021 Shaanxi China
| | - Xi Ma
- The Molecular Virology and Viral Immunology Laboratory, Xi’an Medical University, Xi’an, 710021 Shaanxi China
| | - Wei Li
- The Molecular Virology and Viral Immunology Laboratory, Xi’an Medical University, Xi’an, 710021 Shaanxi China
| | - Xiaojing Sun
- The Molecular Virology and Viral Immunology Laboratory, Xi’an Medical University, Xi’an, 710021 Shaanxi China
| | - Yang Wang
- The Molecular Virology and Viral Immunology Laboratory, Xi’an Medical University, Xi’an, 710021 Shaanxi China
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14
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Hamasaka G, Tsuji H, Ehara M, Uozumi Y. Mechanistic insight into the catalytic hydrogenation of nonactivated aldehydes with a Hantzsch ester in the presence of a series of organoboranes: NMR and DFT studies. RSC Adv 2019; 9:10201-10210. [PMID: 35520935 PMCID: PMC9062335 DOI: 10.1039/c9ra01468c] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Accepted: 03/25/2019] [Indexed: 01/18/2023] Open
Abstract
Mechanistic studies on the organoborane-catalyzed transfer hydrogenation of nonactivated aldehydes with a Hantzsch ester as a synthetic NADPH analogue were performed by NMR experiments and DFT calculations.
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Affiliation(s)
- Go Hamasaka
- Institute for Molecular Science (IMS)
- Okazaki 444-8787
- Japan
- SOKENDAI (The Graduate University for Advanced Studies)
- Okazaki 444-8787
| | - Hiroaki Tsuji
- Institute for Molecular Science (IMS)
- Okazaki 444-8787
- Japan
- SOKENDAI (The Graduate University for Advanced Studies)
- Okazaki 444-8787
| | - Masahiro Ehara
- Institute for Molecular Science (IMS)
- Okazaki 444-8787
- Japan
- SOKENDAI (The Graduate University for Advanced Studies)
- Okazaki 444-8787
| | - Yasuhiro Uozumi
- Institute for Molecular Science (IMS)
- Okazaki 444-8787
- Japan
- SOKENDAI (The Graduate University for Advanced Studies)
- Okazaki 444-8787
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15
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Discovery of a new NADPH-dependent aldo-keto reductase from Candida orthopsilosis catalyzing the stereospecific synthesis of (R)-pantolactone by genome mining. J Biotechnol 2018; 291:26-34. [PMID: 30593844 DOI: 10.1016/j.jbiotec.2018.12.011] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2018] [Revised: 12/04/2018] [Accepted: 12/20/2018] [Indexed: 11/23/2022]
Abstract
(R)-Pantolactone (PL) is a key chiral intermediate for the synthesis of calcium (R)-pantothenate and (R)-panthenol used as food additives. The commercial production of (R)-pantothenate is performed by the resolution of racemic pantothenate, which is synthesized through an aldol condensation and a cyanation reaction. In this study, we investigated another synthetic method of (R)-pantothenate through the stereoselective reduction of ketopantoyl lactone (KPL) by aldo-keto reductase (AKR). A series of conjugated polyketone reductases (CPRs) were discovered from GenBank database by genome mining approach. The putative CPR gene from Candida orthopsilosis Co 90-125 (CorCPR) was cloned and functionally expressed in Escherichia coli BL21 (DE3). The optimum pH and temperature of recombinant CorCPR were 6.0-7.0 and 40 ℃, respectively. The Km and vmax toward KPL were1.3 mM and 227.3 μmol/min/mg protein, respectively. The conserved sequences suggest that CorCPR belongs to AKR3C family of AKR superfamily. Furthermore, a catalytic tetrad was proposed, and the detailed mechanism was clarified by molecular docking. In a batch reaction, 50 mM KPL was reduced to (R)-PL with 99% conversion and > 99% enantiomeric excess within 5 h. The recombinant CorCPR from C. orthopsilosis shows potential application in the asymmetric synthesis of (R)-pantothenate preparation.
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16
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Haq SF, Shanbhag AP, Karthikeyan S, Hassan I, Thanukrishnan K, Ashok A, Sukumaran S, Ramaswamy S, Bharatham N, Datta S, Samant S, Katagihallimath N. A strategy to identify a ketoreductase that preferentially synthesizes pharmaceutically relevant (S)-alcohols using whole-cell biotransformation. Microb Cell Fact 2018; 17:192. [PMID: 30509260 PMCID: PMC6276252 DOI: 10.1186/s12934-018-1036-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Accepted: 11/21/2018] [Indexed: 01/10/2023] Open
Abstract
Introduction Chemical industries are constantly in search of an expeditious and environmentally benign method for producing chiral synthons. Ketoreductases have been used as catalysts for enantioselective conversion of desired prochiral ketones to their corresponding alcohol. We chose reported promiscuous ketoreductases belonging to different protein families and expressed them in E. coli to evaluate their ability as whole-cell catalysts for obtaining chiral alcohol intermediates of pharmaceutical importance. Apart from establishing a method to produce high value (S)-specific alcohols that have not been evaluated before, we propose an in silico analysis procedure to predict product chirality. Results Six enzymes originating from Sulfolobus sulfotaricus, Zygosaccharomyces rouxii, Hansenula polymorpha, Corynebacterium sp. ST-10, Synechococcus sp. PCC 7942 and Bacillus sp. ECU0013 with reported efficient activity for dissimilar substrates are compared here to arrive at an optimal enzyme for the method. Whole–cell catalysis of ketone intermediates for drugs like Aprepitant, Sitagliptin and Dolastatin using E. coli over-expressing these enzymes yielded (S)-specific chiral alcohols. We explain this chiral specificity for the best-performing enzyme, i.e., Z. rouxii ketoreductase using in silico modelling and MD simulations. This rationale was applied to five additional ketones that are used in the synthesis of Crizotinib, MA-20565 (an antifungal agent), Sulopenem, Rivastigmine, Talampanel and Barnidipine and predicted the yield of (S) enantiomers. Experimental evaluation matched the in silico analysis wherein ~ 95% (S)-specific alcohol with a chemical yield of 23–79% was obtained through biotransformation. Further, the cofactor re-cycling was optimized by switching the carbon source from glucose to sorbitol that improved the chemical yield to 85–99%. Conclusions Here, we present a strategy to synthesize pharmaceutically relevant chiral alcohols by ketoreductases using a cofactor balanced whole-cell catalysis scheme that is useful for the industry. Based on the results obtained in these trials, Zygosaccharomyces rouxii ketoreductase was identified as a proficient enzyme to obtain (S)-specific alcohols from their respective ketones. The whole–cell catalyst when combined with nutrient modulation of using sorbitol as a carbon source helped obtain high enantiomeric and chemical yield. Electronic supplementary material The online version of this article (10.1186/s12934-018-1036-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | - Anirudh P Shanbhag
- Bugworks Research India, Pvt. Ltd, Bengaluru, India.,Department of Biophysics, Molecular Biology and Bioinformatics, University of Calcutta, Kolkata, India
| | - Subbulakshmi Karthikeyan
- Anthem Biosciences Pvt. Ltd, Bengaluru, India.,Centre for Pharmaceutical Biotechnology, University of Illinois Chicago, Chicago, USA
| | - Imran Hassan
- Anthem Biosciences Pvt. Ltd, Bengaluru, India.,PerkinElmer, Bengaluru, India
| | - Kannan Thanukrishnan
- Anthem Biosciences Pvt. Ltd, Bengaluru, India.,Shasun Research Center, Chennai, India
| | | | | | - S Ramaswamy
- Institute for Stem Cell Biology and Regenerative Medicine, Bengaluru, India
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17
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Expression of engineered carbonyl reductase from Ogataea minuta in Rhodococcus opacus and its application to whole-cell bioconversion in anhydrous solvents. J Biosci Bioeng 2018; 127:145-149. [PMID: 30075940 DOI: 10.1016/j.jbiosc.2018.07.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Revised: 07/05/2018] [Accepted: 07/10/2018] [Indexed: 11/23/2022]
Abstract
The carbonyl reductase from the methylotrophic yeast Ogataea minuta can catalyze the regio- and enantio-selective reduction of prochiral ketones to chiral alcohols, and is available for industrial manufacturing of statin drugs. We previously conducted a directed evolution experiment of the enzyme, and obtained a mutant (OCR_V166A) with improved tolerance to organic solvents. This expanded the applicability of the enzyme to the bioconversion of water-insoluble compounds (Honda et al., J. Biosci. Bioeng., 123, 673-678, 2017). In the present study, we expressed OCR_V166A in Rhodococcus opacus cells, which have a highly lipophilic surface structure and are dispersible in anhydrous organic solvents, and developed a whole-cell biocatalyst which can function in an organic-solvent-based reaction medium. The secondary alcohol dehydrogenase from Thermoanaerobacter ethanolicus (TeADH) was employed as an NADPH-regenerating enzyme and co-expressed with OCR_V166A in R. opacus. The whole-cell bioconversion of 2,2,2-trifluoroacetophenone to α-(trifluoromethyl)benzyl alcohol was performed in organic solvents, including isopropanol, isobutanol, and cyclohexanol, which served both as reaction media and as substrates for TeADH. The type of organic solvents markedly affected not only the product titer but also the enantio-purity of the product. When isobutanol was used as the reaction medium, the whole-cell biocatalyst showed higher stability than the isolated enzyme. Consequently, a high concentration (1 M) of the substrate was converted to the product with an overall conversion yield of 81% (mol/mol) in 24 h.
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18
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19
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Hibi M, Takahashi K, Kako J, Wakita Y, Kodera T, Shimizu S, Yokozeki K, Ogawa J. Attempt to simultaneously generate three chiral centers in 4-hydroxyisoleucine with microbial carbonyl reductases. Bioorg Med Chem 2018; 26:1327-1332. [PMID: 28698052 DOI: 10.1016/j.bmc.2017.06.044] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2017] [Revised: 06/13/2017] [Accepted: 06/27/2017] [Indexed: 11/25/2022]
Abstract
A panel of microorganisms was screened for selective reduction ability towards a racemic mixture of prochiral 2-amino-3-methyl-4-ketopentanoate (rac-AMKP). Several of the microorganisms tested produced greater than 0.5mM 4-hydroxyisoleucine (HIL) from rac-AMKP, and the stereoselectivity of HIL formation was found to depend on the taxonomic category to which the microorganism belonged. The enzymes responsible for the AMKP-reducing activity, ApAR and FsAR, were identified from two of these microorganisms, Aureobasidium pullulans NBRC 4466 and Fusarium solani TG-2, respectively. Three AMKP reducing enzymes, ApAR, FsAR, and the previously reported BtHILDH, were reacted with rac-AMKP, and each enzyme selectively produced a specific composition of HIL stereoisomers. The enzymes appeared to have different characteristics in recognition of the stereostructure of the substrate AMKP and in control of the 4-hydroxyl group configuration in the HIL product.
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Affiliation(s)
- Makoto Hibi
- Industrial Microbiology, Graduate School of Agriculture, Kyoto University, Kitashirakawa-oiwakecho, Sakyo-ku, Kyoto 606-8502, Japan; Biotechnology Research Center and Department of Biotechnology, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama 939-0398, Japan
| | - Koji Takahashi
- Division of Applied Life Sciences, Graduate School of Agriculture, Kyoto University, Kitashirakawa-oiwakecho, Sakyo-ku, Kyoto 606-8502, Japan
| | - Junko Kako
- Industrial Microbiology, Graduate School of Agriculture, Kyoto University, Kitashirakawa-oiwakecho, Sakyo-ku, Kyoto 606-8502, Japan
| | - Yuuta Wakita
- Division of Applied Life Sciences, Graduate School of Agriculture, Kyoto University, Kitashirakawa-oiwakecho, Sakyo-ku, Kyoto 606-8502, Japan
| | - Tomohiro Kodera
- Institute of Food Sciences & Technologies Flavor Innovation Group, Ajinomoto Co, Inc, 1-1, Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan
| | - Sakayu Shimizu
- Division of Applied Life Sciences, Graduate School of Agriculture, Kyoto University, Kitashirakawa-oiwakecho, Sakyo-ku, Kyoto 606-8502, Japan
| | - Kenzo Yokozeki
- Industrial Microbiology, Graduate School of Agriculture, Kyoto University, Kitashirakawa-oiwakecho, Sakyo-ku, Kyoto 606-8502, Japan
| | - Jun Ogawa
- Division of Applied Life Sciences, Graduate School of Agriculture, Kyoto University, Kitashirakawa-oiwakecho, Sakyo-ku, Kyoto 606-8502, Japan.
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20
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Integrating a light-driven coenzyme regeneration system by expression of an alcohol dehydrogenase in phototrophic bacteria for synthesis of chiral alcohol. J Biotechnol 2017; 259:120-125. [DOI: 10.1016/j.jbiotec.2017.07.032] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Revised: 06/14/2017] [Accepted: 07/27/2017] [Indexed: 11/24/2022]
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21
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Asymmetric reduction of ketopantolactone using a strictly (R)-stereoselective carbonyl reductase through efficient NADPH regeneration and the substrate constant-feeding strategy. Biotechnol Lett 2017; 39:1741-1746. [PMID: 28828561 DOI: 10.1007/s10529-017-2415-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2017] [Accepted: 08/20/2017] [Indexed: 10/19/2022]
Abstract
OBJECTIVES To characterize a recombinant carbonyl reductase from Saccharomyces cerevisiae (SceCPR1) and explore its use in asymmetric synthesis of (R)-pantolactone [(R)-PL]. RESULTS The NADPH-dependent SceCPR1 exhibited strict (R)-enantioselectivity and high activity in the asymmetric reduction of ketopantolactone (KPL) to (R)-PL. Escherichia coli, coexpressing SceCPR1 and glucose dehydrogenase from Exiguobacterium sibiricum (EsGDH), was constructed to fulfill efficient NADPH regeneration. During the whole-cell catalyzed asymmetric reduction of KPL, the spontaneous hydrolysis of KPL significantly affected the yield of (R)-PL, which was effectively alleviated by the employment of the substrate constant-feeding strategy. The established whole-cell bioreduction for 6 h afforded 458 mM (R)-PL with the enantiomeric excess value of >99.9% and the yield of 91.6%. CONCLUSIONS Escherichia coli coexpressing SceCPR1 and EsGDH efficiently catalyzed the asymmetric synthesis of (R)-PL through the substrate constant-feeding strategy.
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22
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Yamane T. Kinetics of batch-wise enzymatic cycling system for mass production of chiral compound. BIOCATAL BIOTRANSFOR 2017. [DOI: 10.1080/10242422.2017.1342639] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
- Tsuneo Yamane
- Graduate School of Biological and Agricultural Sciences, Nagoya University, Nagoya, Japan
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23
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Honda K, Inoue M, Ono T, Okano K, Dekishima Y, Kawabata H. Improvement of operational stability of Ogataea minuta carbonyl reductase for chiral alcohol production. J Biosci Bioeng 2017; 123:673-678. [PMID: 28214241 DOI: 10.1016/j.jbiosc.2017.01.016] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2016] [Revised: 01/17/2017] [Accepted: 01/23/2017] [Indexed: 11/24/2022]
Abstract
Directed evolution of enantio-selective carbonyl reductase from Ogataea minuta was conducted to improve the operational stability of the enzyme. A mutant library was constructed by an error-prone PCR and screened using a newly developed colorimetric assay. The stability of a mutant with two amino acid substitutions was significantly higher than that of the wild type at 50°C in the presence of dimethyl sulfoxide. Site-directed mutagenesis analysis showed that the improved stability of the enzyme can be attributed to the amino acid substitution of V166A. The half-lives of the V166A mutant were 11- and 6.1-times longer than those of the wild type at 50°C in the presence and absence, respectively, of 20% (v/v) dimethyl sulfoxide. No significant differences in the substrate specificity and enantio-selectivity of the enzyme were observed. The mutant enzyme converted 60 mM 2,2,2-trifluoroacetophenone to (R)-(-)-α-(trifluoromethyl)benzyl alcohol in a molar yield of 71% whereas the conversion yield with an equivalent concentration of the wild-type enzyme was 27%.
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Affiliation(s)
- Kohsuke Honda
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan.
| | - Mizuha Inoue
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Tomohiro Ono
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Kenji Okano
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Yasumasa Dekishima
- Mitsubishi Chemical Group Science and Technology Research Center, Inc., 1000 Kamoshida-cho, Aoba-ku, Yokohama 227-8502, Japan
| | - Hiroshi Kawabata
- Mitsubishi Chemical Group Science and Technology Research Center, Inc., 1000 Kamoshida-cho, Aoba-ku, Yokohama 227-8502, Japan
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24
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Chate AV, Sukale SB, Ugale RS, Gill CH. Baker’s yeast: An efficient, green, and reusable biocatalyst for the one-pot synthesis of biologically important N-substituted decahydroacridine-1,8-dione derivatives. SYNTHETIC COMMUN 2017. [DOI: 10.1080/00397911.2016.1266501] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Asha V. Chate
- Department of Chemistry, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad, India
| | - Shital B. Sukale
- Department of Chemistry, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad, India
| | - Reshma S. Ugale
- Department of Chemistry, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad, India
| | - Charansingh H. Gill
- Department of Chemistry, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad, India
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25
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Basak S, Ghosh SK, Punetha VD, Aphale AN, Patra PK, Sahoo NG. An experimental modeling of trinomial bioengineering- crp, rDNA, and transporter engineering within single cell factory for maximizing two-phase bioreduction. Int J Biol Macromol 2016; 95:818-825. [PMID: 27923567 DOI: 10.1016/j.ijbiomac.2016.12.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2016] [Revised: 11/30/2016] [Accepted: 12/01/2016] [Indexed: 10/20/2022]
Abstract
A carbonyl reductase (cr) gene from Candida glabrata CBS138 has been heterologously expressed in cofactor regenerating E. coli host to convert Ethyl-4-chloro-3-oxobutanoate (COBE) into Ethyl-4-chloro-3-hydroxybutanoate (CHBE). The CR enzyme exhibited marked velocity at substrate concentration as high as 363mM with highest turnover number (112.77±3.95s-1). Solitary recombineering of such catalytic cell reproduced CHBE 161.04g/L per g of dry cell weight (DCW). Introduction of combinatorially engineered crp (crp*, F136I) into this heterologous E. coli host yielded CHBE 477.54g/L/gDCW. Furthermore, using nerolidol as exogenous cell transporter, the CHBE productivity has been towered to 710.88g/L/gDCW. The CHBE production has thus been upscaled to 8-12 times than those reported so far. qRT-PCR studies revealed that both membrane efflux channels such as acrAB as well as ROS scavenger genes such as ahpCF have been activated by engineering crp. Moreover, membrane protecting genes such as manXYZ together with solvent extrusion associated genes such as glpC have been upregulated inside mutant host. Although numerous proteins have been investigated to convert COBE to CHBE; this is the first approach to use engineering triad involving crp engineering, recombinant DNA engineering and transporter engineering together for improving cell performance during two-phase biocatalysis.
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Affiliation(s)
- Souvik Basak
- Dr. B.C. Roy College of Pharmacy & Allied Health Sciences, Durgapur, WB, India.
| | - Sumanta Kumar Ghosh
- Dr. B.C. Roy College of Pharmacy & Allied Health Sciences, Durgapur, WB, India
| | - Vinay Deep Punetha
- Nanoscience and Nanotechnology Centre, Department of Chemistry, D.S.B. Campus, Kumaun University, Nainital, Uttarakhand, India
| | - Ashish N Aphale
- Department of Biomedical Engineering, School of Engineering, University of Bridgeport, CT, USA
| | - Prabir K Patra
- Department of Biomedical Engineering, School of Engineering, University of Bridgeport, CT, USA; Department of Mechanical Engineering, School of Engineering, University of Bridgeport, CT, USA
| | - Nanda Gopal Sahoo
- Nanoscience and Nanotechnology Centre, Department of Chemistry, D.S.B. Campus, Kumaun University, Nainital, Uttarakhand, India.
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26
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Solanki K, Abdallah W, Banta S. Extreme makeover: Engineering the activity of a thermostable alcohol dehydrogenase (AdhD) from Pyrococcus furiosus. Biotechnol J 2016; 11:1483-1497. [PMID: 27593979 DOI: 10.1002/biot.201600152] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2016] [Revised: 06/16/2016] [Accepted: 07/26/2016] [Indexed: 12/17/2022]
Abstract
Alcohol dehydrogenase D (AdhD) is a monomeric thermostable alcohol dehydrogenase from the aldo-keto reductase (AKR) superfamily of proteins. We have been exploring various strategies of engineering the activity of AdhD so that it could be employed in future biotechnology applications. Driven by insights made in other AKRs, we have made mutations in the cofactor-binding pocket of the enzyme and broadened its cofactor specificity. A pre-steady state kinetic analysis yielded new insights into the conformational behavior of this enzyme. The most active mutant enzyme concomitantly gained activity with a non-native cofactor, nicotinamide mononucleotide, NMN(H), and an enzymatic biofuel cell was demonstrated with this enzyme/cofactor pair. Substrate specificity was altered by grafting loop regions near the active site pocket from a mesostable human aldose reductase (hAR) onto the thermostable AdhD. These moves not only transferred the substrate specificity of hAR but also the cofactor specificity of hAR. We have added alpha-helical appendages to AdhD to enable it to self-assemble into a thermostable catalytic proteinaceous hydrogel. As our understanding of the structure/function relationship in AdhD and other AKRs advances, this ubiquitous protein scaffold could be engineered for a variety of catalytic activities that will be useful for many future applications.
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Affiliation(s)
- Kusum Solanki
- Department of Chemical Engineering, Columbia University in the City of New York, New York, NY, USA
| | - Walaa Abdallah
- Department of Chemical Engineering, Columbia University in the City of New York, New York, NY, USA
| | - Scott Banta
- Department of Chemical Engineering, Columbia University in the City of New York, New York, NY, USA
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27
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Li B, Nie Y, Mu XQ, Xu Y. De novo construction of multi-enzyme system for one-pot deracemization of (R,S)-1-phenyl-1,2-ethanediol by stereoinversion of (S)-enantiomer to the corresponding counterpart. ACTA ACUST UNITED AC 2016. [DOI: 10.1016/j.molcatb.2016.04.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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28
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Kataoka M, Miyakawa T, Shimizu S, Tanokura M. Enzymes useful for chiral compound synthesis: structural biology, directed evolution, and protein engineering for industrial use. Appl Microbiol Biotechnol 2016; 100:5747-57. [DOI: 10.1007/s00253-016-7603-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2016] [Revised: 04/30/2016] [Accepted: 05/02/2016] [Indexed: 10/21/2022]
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29
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Chen X, Liu ZQ, Lin CP, Zheng YG. Chemoenzymatic synthesis of (S)-duloxetine using carbonyl reductase from Rhodosporidium toruloides. Bioorg Chem 2016; 65:82-9. [DOI: 10.1016/j.bioorg.2016.02.002] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2015] [Revised: 02/05/2016] [Accepted: 02/08/2016] [Indexed: 01/14/2023]
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30
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Honda K, Hara N, Cheng M, Nakamura A, Mandai K, Okano K, Ohtake H. In vitro metabolic engineering for the salvage synthesis of NAD(.). Metab Eng 2016; 35:114-120. [PMID: 26912312 DOI: 10.1016/j.ymben.2016.02.005] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Revised: 01/28/2016] [Accepted: 02/11/2016] [Indexed: 10/22/2022]
Abstract
Excellent thermal and operational stabilities of thermophilic enzymes can greatly increase the applicability of biocatalysis in various industrial fields. However, thermophilic enzymes are generally incompatible with thermo-labile substrates, products, and cofactors, since they show the maximal activities at high temperatures. Despite their pivotal roles in a wide range of enzymatic redox reactions, NAD(P)(+) and NAD(P)H exhibit relatively low stabilities at high temperatures, tending to be a major obstacle in the long-term operation of biocatalytic chemical manufacturing with thermophilic enzymes. In this study, we constructed an in vitro artificial metabolic pathway for the salvage synthesis of NAD(+) from its degradation products by the combination of eight thermophilic enzymes. The enzymes were heterologously produced in recombinant Escherichia coli and the heat-treated crude extracts of the recombinant cells were directly used as enzyme solutions. When incubated with experimentally optimized concentrations of the enzymes at 60°C, the NAD(+) concentration could be kept almost constant for 15h.
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Affiliation(s)
- Kohsuke Honda
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan; CREST, Japan Science and Technology Agency (JST), 4-1-8 Honcho Kawaguchi, Saitama 332-0012, Japan.
| | - Naoya Hara
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Maria Cheng
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan; CREST, Japan Science and Technology Agency (JST), 4-1-8 Honcho Kawaguchi, Saitama 332-0012, Japan
| | - Anna Nakamura
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Komako Mandai
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Kenji Okano
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Hisao Ohtake
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
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31
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Singh M, Krishnen H, Neelam UK, Charugondla K, Gilla G, Holt-Tiffin K, Bandichhor R. Highly enantioselective bioreduction of 1-(3,4-difluorophenyl)-3-nitropropan-1-one: key intermediate of ticagrelor. RSC Adv 2016. [DOI: 10.1039/c5ra25948g] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
A simple, highly effective and economical whole-cell mediated process was developed for the biocatalytic reduction of a ketone, intermediate in the synthesis of platelet inhibiting drug ticagrelor.
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Affiliation(s)
- Manpreet Singh
- Integrated Product Development
- Innovation Plaza
- Dr. Reddy's Laboratories Ltd
- India
| | - Hare Krishnen
- Integrated Product Development
- Innovation Plaza
- Dr. Reddy's Laboratories Ltd
- India
| | - Uday Kumar Neelam
- Integrated Product Development
- Innovation Plaza
- Dr. Reddy's Laboratories Ltd
- India
| | - Kavitha Charugondla
- Integrated Product Development
- Innovation Plaza
- Dr. Reddy's Laboratories Ltd
- India
| | - Goverdhan Gilla
- Integrated Product Development
- Innovation Plaza
- Dr. Reddy's Laboratories Ltd
- India
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32
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Enhanced bioconversion rate and released substrate inhibition in (R)-phenylephrine whole-cell bioconversion via partial acetone treatment. Enzyme Microb Technol 2015; 86:34-8. [PMID: 26992790 DOI: 10.1016/j.enzmictec.2015.11.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2015] [Revised: 11/05/2015] [Accepted: 11/16/2015] [Indexed: 11/22/2022]
Abstract
An approach was developed to enhance the efficiency for the bioconversion of 1-(3-hydroxyphenyl)-2-(methyamino)-ethanone to (R)-phenylephrine. The strain Serratia marcescens N10612, giving the benefit of 99% enantiomeric excess in (R)-PE conversion, was used. The fermentation was devised to harvest cells with high hydrophobic prodigiosin content inside the cells. Then, the partial acetone extraction was applied to remove prodigiosin from the cells. The treatment was found to increase the cells conversion rate without loss of the cells NADPH redox system. When using 50% (v/v) acetone for 5min, the processed cells can give a specific conversion rate of 16.03μmol/h/g-cells. As compared the treated cells with cells under the basal medium, the maximum reaction rate (Vmax) increased from 6.69 to 10.27 (μmol/h/g-cells), the dissociation constant (Km) decreased from 0.236 to 0.167mM and the substrate inhibition constant (KSi) increased from 0.073 to 1.521mM. The 20-fold increase in substrate inhibition constant referred to a great release from the substrate inhibition for the use of S. marcescens N10612 in the bioconversion, which would greatly benefit the bioconversion to be industrialized.
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33
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Kratzer R, Woodley JM, Nidetzky B. Rules for biocatalyst and reaction engineering to implement effective, NAD(P)H-dependent, whole cell bioreductions. Biotechnol Adv 2015; 33:1641-52. [PMID: 26343336 PMCID: PMC5414839 DOI: 10.1016/j.biotechadv.2015.08.006] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2015] [Revised: 08/21/2015] [Accepted: 08/31/2015] [Indexed: 12/27/2022]
Abstract
Access to chiral alcohols of high optical purity is today frequently provided by the enzymatic reduction of precursor ketones. However, bioreductions are complicated by the need for reducing equivalents in the form of NAD(P)H. The high price and molecular weight of NAD(P)H necessitate in situ recycling of catalytic quantities, which is mostly accomplished by enzymatic oxidation of a cheap co-substrate. The coupled oxidoreduction can be either performed by free enzymes in solution or by whole cells. Reductase selection, the decision between cell-free and whole cell reduction system, coenzyme recycling mode and reaction conditions represent design options that strongly affect bioreduction efficiency. In this paper, each option was critically scrutinized and decision rules formulated based on well-described literature examples. The development chain was visualized as a decision-tree that can be used to identify the most promising route towards the production of a specific chiral alcohol. General methods, applications and bottlenecks in the set-up are presented and key experiments required to "test" for decision-making attributes are defined. The reduction of o-chloroacetophenone to (S)-1-(2-chlorophenyl)ethanol was used as one example to demonstrate all the development steps. Detailed analysis of reported large scale bioreductions identified product isolation as a major bottleneck in process design.
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Affiliation(s)
- Regina Kratzer
- Institute of Biotechnology and Biochemical Engineering, Graz University of Technology, Petersgasse 12/I, 8010 Graz, Austria.
| | - John M Woodley
- CAPEC-PROCESS Research Center, Department of Chemical and Biochemical Engineering, Technical University of Denmark, Søltofts Plads Building 229, 2800 Kgs. Lyngby, Denmark.
| | - Bernd Nidetzky
- Institute of Biotechnology and Biochemical Engineering, Graz University of Technology, Petersgasse 12/I, 8010 Graz, Austria.
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34
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Tanokura M, Miyakawa T, Guan L, Hou F. Structural analysis of enzymes used for bioindustry and bioremediation. Biosci Biotechnol Biochem 2015; 79:1391-401. [DOI: 10.1080/09168451.2015.1052770] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Abstract
Microbial enzymes have been widely applied in the large-scale, bioindustrial manufacture of food products and pharmaceuticals due to their high substrate specificity and stereoselectivity, and their effectiveness under mild conditions with low environmental burden. At the same time, bioremedial techniques using microbial enzymes have been developed to solve the problem of industrial waste, particularly with respect to persistent chemicals and toxic substances. And finally, structural studies of these enzymes have revealed the mechanistic basis of enzymatic reactions, including the stereoselectivity and binding specificity of substrates and cofactors. The obtained structural insights are useful not only to deepen our understanding of enzymes with potential bioindustrial and/or bioremedial application, but also for the functional improvement of enzymes through rational protein engineering. This review shows the structural bases for various types of enzymatic reactions, including the substrate specificity accompanying cofactor-controlled and kinetic mechanisms.
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Affiliation(s)
- Masaru Tanokura
- Department of Applied Biological Chemistry, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Takuya Miyakawa
- Department of Applied Biological Chemistry, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Lijun Guan
- Department of Applied Biological Chemistry, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
| | - Feng Hou
- Department of Applied Biological Chemistry, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
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35
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Zang CZ, Kan SC, Yeh CW, Lin CC, Shieh CJ, Liu YC. Ultrasound-assisted (R)-phenylephrine whole-cell bioconversion by S. marcescens N10612. ULTRASONICS SONOCHEMISTRY 2015; 26:415-421. [PMID: 25691009 DOI: 10.1016/j.ultsonch.2015.01.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2014] [Revised: 01/08/2015] [Accepted: 01/08/2015] [Indexed: 06/04/2023]
Abstract
The strain Serratia marcescens N10612 is used to perform the bioconversion of 1-(3-hydroxyphenyl)-2-(methyamino)-ethanone (HPMAE) to (R)-phenylephrine ((R)-PE), which is an ephedrine drug substitute. The use of an ultrasound approach is found to improve the efficiency of the (R)-PE bioconversion. The optimization of the (R)-PE bioconversion is carried out by means of statistical experiment design. The optimal conditions obtained are 1.0mM HPMAE, 18.68 g/L glucose and ultrasound power of 120 W, where the predicted specific rate of the (R)-PE bioconversion is 31.46 ± 2.22 (ìmol/h/g-cells) and the experimental specific rate is 33.27 ± 1.46 (ìmol/h/g-cells), which is 3-fold higher than for the operation under ultrasound power of 200 W (11.11 ìmol/h/g-cells) and 4.3-fold higher than for the shaking operation (7.69 ìmol/h/g-cells). The kinetics study of the bioconversion also shows that under the ultrasound operation, the optimal rate (Vmax) of the (R)-PE bioconversion increases from 7.69 to 11.11 (μmol/h/g-cells) and the substrate inhibition constant (KSi) increases from 1.063 mM for the shaking operation to 1.490 mM for ultrasound operation.
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Affiliation(s)
- Chi-Zong Zang
- Department of Chemical Engineering, National Chung Hsing University, 250 Kuo Kuang Road, Taichung, 40227, Taiwan, ROC
| | - Shu-Chen Kan
- Department of Chemical Engineering, National Chung Hsing University, 250 Kuo Kuang Road, Taichung, 40227, Taiwan, ROC
| | - Chiung-Wen Yeh
- Department of Chemical Engineering, National Chung Hsing University, 250 Kuo Kuang Road, Taichung, 40227, Taiwan, ROC
| | - Chia-Chi Lin
- Department of Chemical Engineering, National Chung Hsing University, 250 Kuo Kuang Road, Taichung, 40227, Taiwan, ROC
| | - Chwen-Jen Shieh
- Biotechnology Center, National Chung Hsing University, 250 Kuo Kuang Road, Taichung, 40227, Taiwan, ROC
| | - Yung-Chuan Liu
- Department of Chemical Engineering, National Chung Hsing University, 250 Kuo Kuang Road, Taichung, 40227, Taiwan, ROC.
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36
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Asymmetric reduction of 4-hydroxy-2-butanone to (R)-1,3-butanediol with absolute stereochemical selectivity by a newly isolated strain of Pichia jadinii. ACTA ACUST UNITED AC 2014; 41:1743-52. [DOI: 10.1007/s10295-014-1521-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2014] [Accepted: 09/27/2014] [Indexed: 10/24/2022]
Abstract
Abstract
In this study, a novel strain of Pichia jadinii, HBY61, capable of the biocatalysis of 4-hydroxy-2-butanone (4H2B) to (R)-1,3-BD was isolated. HBY61 produced (R)-1,3-BD with high activity and absolute stereochemical selectivity (100 % e.e). Glucose and beef extract were found to be the key factors governing the fermentation, and their optimal concentrations were determined to be 84.2 and 43.7 g/L, respectively. The optimal bioconversion conditions of 4H2B catalyzed by HBY61 were pH 7.4, 30 °C, and 250 rpm with 6 % (v/v) glucose as the co-substrate. Accordingly, when 45 g/L of 4H2B was divided into three equal parts and added successively into the system at set time intervals, the maximum (R)-1,3-BD concentration reached 38.3 g/L with high yield (85.1 %) and strict 100 % enantioselectivity. Compared with previously reported yields for the biocatalytic production of (R)-1,3-BD, the use of strain HBY61 provided a high yield with excellent stereoselectivity.
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37
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Kolet SP, Jadhav DD, Priyadarshini B, Swarge BN, Thulasiram HV. Fungi mediated production and practical purification of (R)-(−)-3-quinuclidinol. Tetrahedron Lett 2014. [DOI: 10.1016/j.tetlet.2014.09.015] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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38
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Sührer I, Haslbeck M, Castiglione K. Asymmetric synthesis of a fluoxetine precursor with an artificial fusion protein of a ketoreductase and a formate dehydrogenase. Process Biochem 2014. [DOI: 10.1016/j.procbio.2014.06.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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39
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Efficient PCR-based amplification of diverse alcohol dehydrogenase genes from metagenomes for improving biocatalysis: screening of gene-specific amplicons from metagenomes. Appl Environ Microbiol 2014; 80:6280-9. [PMID: 25085492 DOI: 10.1128/aem.01529-14] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Screening of gene-specific amplicons from metagenomes (S-GAM) has tremendous biotechnological potential. We used this approach to isolate alcohol dehydrogenase (adh) genes from metagenomes based on the Leifsonia species adh gene (lsadh), the enzyme product of which can produce various chiral alcohols. A primer combination was synthesized by reference to homologs of lsadh, and PCR was used to amplify nearly full-length adh genes from metagenomic DNAs. All adh preparations were fused with lsadh at the terminal region and used to construct Escherichia coli plasmid libraries. Of the approximately 2,000 colonies obtained, 1,200 clones were identified as adh positive (∼60%). Finally, 40 adh genes, Hladh-001 to Hladh-040 (for homologous Leifsonia adh), were identified from 223 clones with high efficiency, which were randomly sequenced from the 1,200 clones. The Hladh genes obtained via this approach encoded a wide variety of amino acid sequences (8 to 99%). After screening, the enzymes obtained (HLADH-012 and HLADH-021) were confirmed to be superior to LSADH in some respects for the production of anti-Prelog chiral alcohols.
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40
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Wada M, Yoshizumi A, Furukawa Y, Kawabata H, Ueda M, Takagi H, Nakamori S. Cloning and Overexpression of theExiguobacteriumsp. F42 Gene Encoding a New Short Chain Dehydrogenase, Which Catalyzes the Stereoselective Reduction of Ethyl 3-Oxo-3-(2-thienyl)propanoate to Ethyl (S)-3-Hydroxy-3-(2-thienyl)propanoate. Biosci Biotechnol Biochem 2014; 68:1481-8. [PMID: 15277752 DOI: 10.1271/bbb.68.1481] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Exiguobacterium sp. F42 was screened as a producer of an enzyme catalyzing the NADPH-dependent stereoselective reduction of ethyl 3-oxo-3-(2-thienyl)propanoate (KEES) to ethyl (S)-3-hydroxy-3-(2-thienyl)propanoate ((S)-HEES). (S)-HEES is a key intermediate for the synthesis of (S)-duloxetine, a potent inhibitor of the serotonin and norepinephrine uptake carriers. The responsible enzyme (KEES reductase) was partially purified, and the gene encoding KEES reductase was cloned and sequenced via an inverse PCR approach. Sequence analysis of the gene for KEES reductase revealed that the enzyme was a member of the short chain dehydrogenase/reductase family. The probable NADPH-interacting site and 3 catalytic residues (Ser-Tyr-Lys) were fully conserved. The gene was highly expressed in Escherichia coli, and the gene product was purified to homogeneity from the recombinant E. coli by simpler procedures than from the original host. The molecular mass of the purified enzyme was 27,500 as determined by sodium dodecyl sulfate-polyacrylamide gel electrophoresis, and 55,000 as determined by gel filtration chromatography. Our results show that this enzyme can be used for the practical production of (S)-HEES.
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Affiliation(s)
- Masaru Wada
- Department of Bioscience, Fukui Prefectural University, 4-1-1 Kenjyojima, Matsuoka-cho, Fukui 910-1195, Japan.
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41
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Isolation and characterization of a thermotolerant ene reductase from Geobacillus sp. 30 and its heterologous expression in Rhodococcus opacus. Appl Microbiol Biotechnol 2014; 98:5925-35. [PMID: 24927695 DOI: 10.1007/s00253-014-5668-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2014] [Revised: 03/04/2014] [Accepted: 03/05/2014] [Indexed: 01/04/2023]
Abstract
Rhodococcus opacus B-4 cells are adhesive to and even dispersible in water-immiscible hydrocarbons owing to their highly lipophilic nature. In this study, we focused on the high operational stability of thermophilic enzymes and applied them to a biocatalytic conversion in an organic reaction medium using R. opacus B-4 as a lipophilic capsule of enzymes to deliver them into the organic medium. A novel thermo- and organic-solvent-tolerant ene reductase, which can catalyze the enantioselective reduction of ketoisophorone to (6R)-levodione, was isolated from Geobacillus sp. 30, and the gene encoding the enzyme was heterologously expressed in R. opacus B-4. Another thermophilic enzyme which catalyzes NAD(+)-dependent dehydrogenation of cyclohexanol was identified from the gene-expression library of Thermus thermophilus and the gene was coexpressed in R. opacus B-4 for cofactor regeneration. While the recombinant cells were not viable in the mixture due to high reaction temperature, 634 mM of (6R)-levodione could be produced with an enantiopurity of 89.2 % ee by directly mixing the wet cells of the recombinant R. opacus with a mixture of ketoisophorone and cyclohexanol at 50 °C. The conversion rate observed with the heat-killed recombinant cells was considerably higher than that obtained with a cell-free enzyme solution, demonstrating that the accessibility between the substrates and enzymes could be improved by employing R. opacus cells as a lipophilic enzyme capsule. These results imply that a combination of thermophilic enzymes and lipophilic cells can be a promising approach for the biocatalytic production of water-insoluble chemicals.
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42
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Kawano S, Hasegawa J, Yasohara Y. Efficient synthesis of (R)-3-hydroxypentanenitrile in high enantiomeric excess by enzymatic reduction of 3-oxopentanenitrile. Appl Microbiol Biotechnol 2014; 98:5891-900. [PMID: 24658591 DOI: 10.1007/s00253-014-5674-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2014] [Revised: 02/14/2014] [Accepted: 02/18/2014] [Indexed: 11/26/2022]
Abstract
(R)-3-Hydroxypentanenitrile (HPN) is an important intermediate in the synthesis of an immunosuppressive inosine 5′-monophosphate dehydrogenase inhibitor. An efficient enzymatic procedure for the synthesis of (R)-HPN with over 99 % enantiomeric excess using a novel acetoacetyl-CoA reductase (AdKR) from Achromobacter denitrificans was successfully established. Many microorganisms are known to reduce 3-oxopentannitrile (KPN) to (R)-HPN. An enzyme from A. denitrificans partially purified using ion exchange chromatography reduced KPN to (R)-HPN with high enantioselectivity. The AdKR gene was cloned and sequenced and found to comprise 738 bp and encode a polypeptide of 26,399 Da. The deduced amino acid sequence showed a high degree of similarity to those of other putative acetoacetyl-CoA reductases and putative 3-ketoacyl-ACP reductases. The AdKR gene was singly expressed and coexpressed together with a glucose dehydrogenase (GDH) as a coenzyme regenerator in Escherichia coli under the control of the lac promoter. (R)-HPN was synthesized with over 99 % e.e. using a cell-free extract of recombinant E. coli cells coexpressing AdKR and GDH.
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43
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Takeshita D, Kataoka M, Miyakawa T, Miyazono KI, Kumashiro S, Nagai T, Urano N, Uzura A, Nagata K, Shimizu S, Tanokura M. Structural basis of stereospecific reduction by quinuclidinone reductase. AMB Express 2014; 4:6. [PMID: 24507746 PMCID: PMC3922912 DOI: 10.1186/2191-0855-4-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2013] [Accepted: 12/28/2013] [Indexed: 11/10/2022] Open
Abstract
Chiral molecule (R)-3-quinuclidinol, a valuable compound for the production of various pharmaceuticals, is efficiently synthesized from 3-quinuclidinone by using NADPH-dependent 3-quinuclidinone reductase (RrQR) from Rhodotorula rubra. Here, we report the crystal structure of RrQR and the structure-based mutational analysis. The enzyme forms a tetramer, in which the core of each protomer exhibits the α/β Rossmann fold and contains one molecule of NADPH, whereas the characteristic substructures of a small lobe and a variable loop are localized around the substrate-binding site. Modeling and mutation analyses of the catalytic site indicated that the hydrophobicity of two residues, I167 and F212, determines the substrate-binding orientation as well as the substrate-binding affinity. Our results revealed that the characteristic substrate-binding pocket composed of hydrophobic amino acid residues ensures substrate docking for the stereospecific reaction of RrQR in spite of its loose interaction with the substrate.
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44
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Schrewe M, Julsing MK, Bühler B, Schmid A. Whole-cell biocatalysis for selective and productive C-O functional group introduction and modification. Chem Soc Rev 2014; 42:6346-77. [PMID: 23475180 DOI: 10.1039/c3cs60011d] [Citation(s) in RCA: 166] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
During the last decades, biocatalysis became of increasing importance for chemical and pharmaceutical industries. Regarding regio- and stereospecificity, enzymes have shown to be superior compared to traditional chemical synthesis approaches, especially in C-O functional group chemistry. Catalysts established on a process level are diverse and can be classified along a functional continuum starting with single-step biotransformations using isolated enzymes or microbial strains towards fermentative processes with recombinant microorganisms containing artificial synthetic pathways. The complex organization of respective enzymes combined with aspects such as cofactor dependency and low stability in isolated form often favors the use of whole cells over that of isolated enzymes. Based on an inventory of the large spectrum of biocatalytic C-O functional group chemistry, this review focuses on highlighting the potentials, limitations, and solutions offered by the application of self-regenerating microbial cells as biocatalysts. Different cellular functionalities are discussed in the light of their (possible) contribution to catalyst efficiency. The combined achievements in the areas of protein, genetic, metabolic, and reaction engineering enable the development of whole-cell biocatalysts as powerful tools in organic synthesis.
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Affiliation(s)
- Manfred Schrewe
- Laboratory of Chemical Biotechnology, Department of Biochemical and Chemical Engineering, TU Dortmund University, Emil-Figge-Strasse 66, 44227 Dortmund, Germany
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45
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Ni Y, Su Y, Li H, Zhou J, Sun Z. Scalable biocatalytic synthesis of optically pure ethyl (R)-2-hydroxy-4-phenylbutyrate using a recombinant E. coli with high catalyst yield. J Biotechnol 2013; 168:493-8. [DOI: 10.1016/j.jbiotec.2013.09.021] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2013] [Revised: 09/26/2013] [Accepted: 09/30/2013] [Indexed: 11/30/2022]
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46
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Hilpert H, Mauser H, Humm R, Anselm L, Kuehne H, Hartmann G, Gruener S, Banner DW, Benz J, Gsell B, Kuglstatter A, Stihle M, Thoma R, Sanchez RA, Iding H, Wirz B, Haap W. Identification of Potent and Selective Cathepsin S Inhibitors Containing Different Central Cyclic Scaffolds. J Med Chem 2013; 56:9789-801. [DOI: 10.1021/jm401528k] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Hans Hilpert
- Discovery Chemistry, ‡Cardiovascular and
Metabolic Diseases, §Discovery Technologies, ∥Drug Metabolism
and Pharmacokinetics, ⊥Process Research and Synthesis, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, Basel CH-4070, Switzerland
| | - Harald Mauser
- Discovery Chemistry, ‡Cardiovascular and
Metabolic Diseases, §Discovery Technologies, ∥Drug Metabolism
and Pharmacokinetics, ⊥Process Research and Synthesis, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, Basel CH-4070, Switzerland
| | - Roland Humm
- Discovery Chemistry, ‡Cardiovascular and
Metabolic Diseases, §Discovery Technologies, ∥Drug Metabolism
and Pharmacokinetics, ⊥Process Research and Synthesis, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, Basel CH-4070, Switzerland
| | - Lilli Anselm
- Discovery Chemistry, ‡Cardiovascular and
Metabolic Diseases, §Discovery Technologies, ∥Drug Metabolism
and Pharmacokinetics, ⊥Process Research and Synthesis, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, Basel CH-4070, Switzerland
| | - Holger Kuehne
- Discovery Chemistry, ‡Cardiovascular and
Metabolic Diseases, §Discovery Technologies, ∥Drug Metabolism
and Pharmacokinetics, ⊥Process Research and Synthesis, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, Basel CH-4070, Switzerland
| | - Guido Hartmann
- Discovery Chemistry, ‡Cardiovascular and
Metabolic Diseases, §Discovery Technologies, ∥Drug Metabolism
and Pharmacokinetics, ⊥Process Research and Synthesis, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, Basel CH-4070, Switzerland
| | - Sabine Gruener
- Discovery Chemistry, ‡Cardiovascular and
Metabolic Diseases, §Discovery Technologies, ∥Drug Metabolism
and Pharmacokinetics, ⊥Process Research and Synthesis, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, Basel CH-4070, Switzerland
| | - David W. Banner
- Discovery Chemistry, ‡Cardiovascular and
Metabolic Diseases, §Discovery Technologies, ∥Drug Metabolism
and Pharmacokinetics, ⊥Process Research and Synthesis, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, Basel CH-4070, Switzerland
| | - Joerg Benz
- Discovery Chemistry, ‡Cardiovascular and
Metabolic Diseases, §Discovery Technologies, ∥Drug Metabolism
and Pharmacokinetics, ⊥Process Research and Synthesis, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, Basel CH-4070, Switzerland
| | - Bernard Gsell
- Discovery Chemistry, ‡Cardiovascular and
Metabolic Diseases, §Discovery Technologies, ∥Drug Metabolism
and Pharmacokinetics, ⊥Process Research and Synthesis, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, Basel CH-4070, Switzerland
| | - Andreas Kuglstatter
- Discovery Chemistry, ‡Cardiovascular and
Metabolic Diseases, §Discovery Technologies, ∥Drug Metabolism
and Pharmacokinetics, ⊥Process Research and Synthesis, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, Basel CH-4070, Switzerland
| | - Martine Stihle
- Discovery Chemistry, ‡Cardiovascular and
Metabolic Diseases, §Discovery Technologies, ∥Drug Metabolism
and Pharmacokinetics, ⊥Process Research and Synthesis, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, Basel CH-4070, Switzerland
| | - Ralf Thoma
- Discovery Chemistry, ‡Cardiovascular and
Metabolic Diseases, §Discovery Technologies, ∥Drug Metabolism
and Pharmacokinetics, ⊥Process Research and Synthesis, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, Basel CH-4070, Switzerland
| | - Rubén Alvarez Sanchez
- Discovery Chemistry, ‡Cardiovascular and
Metabolic Diseases, §Discovery Technologies, ∥Drug Metabolism
and Pharmacokinetics, ⊥Process Research and Synthesis, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, Basel CH-4070, Switzerland
| | - Hans Iding
- Discovery Chemistry, ‡Cardiovascular and
Metabolic Diseases, §Discovery Technologies, ∥Drug Metabolism
and Pharmacokinetics, ⊥Process Research and Synthesis, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, Basel CH-4070, Switzerland
| | - Beat Wirz
- Discovery Chemistry, ‡Cardiovascular and
Metabolic Diseases, §Discovery Technologies, ∥Drug Metabolism
and Pharmacokinetics, ⊥Process Research and Synthesis, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, Basel CH-4070, Switzerland
| | - Wolfgang Haap
- Discovery Chemistry, ‡Cardiovascular and
Metabolic Diseases, §Discovery Technologies, ∥Drug Metabolism
and Pharmacokinetics, ⊥Process Research and Synthesis, Pharma Research and Early Development (pRED), F. Hoffmann-La Roche Ltd., Grenzacherstrasse 124, Basel CH-4070, Switzerland
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47
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Novel stereoselective carbonyl reductase from Kluyveromyces marxianus for chiral alcohols synthesis. Chem Res Chin Univ 2013. [DOI: 10.1007/s40242-013-3286-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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48
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You ZY, Liu ZQ, Zheng YG. Chemical and enzymatic approaches to the synthesis of optically pure ethyl (R)-4-cyano-3-hydroxybutanoate. Appl Microbiol Biotechnol 2013; 98:11-21. [DOI: 10.1007/s00253-013-5357-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2013] [Revised: 10/21/2013] [Accepted: 10/22/2013] [Indexed: 11/29/2022]
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49
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Itoh N, Isotani K, Makino Y, Kato M, Kitayama K, Ishimota T. PCR-based amplification and heterologous expression of Pseudomonas alcohol dehydrogenase genes from the soil metagenome for biocatalysis. Enzyme Microb Technol 2013; 55:140-50. [PMID: 24411457 DOI: 10.1016/j.enzmictec.2013.10.012] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2013] [Revised: 10/27/2013] [Accepted: 10/29/2013] [Indexed: 11/24/2022]
Abstract
The amplification of useful genes from metagenomes offers great biotechnological potential. We employed this approach to isolate alcohol dehydrogenase (adh) genes from Pseudomonas to aid in the synthesis of optically pure alcohols from various ketones. A PCR primer combination synthesized by reference to the adh sequences of known Pseudomonas genes was used to amplify full-length adh genes directly from 17 samples of DNA extracted from soil. Three such adh preparations were used to construct Escherichia coli plasmid libraries. Of the approximately 2800 colonies obtained, 240 putative adh-positive clones were identified by colony-PCR. Next, 23 functional adh genes named using the descriptors HBadh and HPadh were analyzed. The adh genes obtained via this metagenomic approach varied in their DNA and amino acid sequences. Expression of the gene products in E. coli indicated varying substrate specificity. Two representative genes, HBadh-1 and HPadh-24, expressed in E. coli and Pseudomonas putida, respectively, were purified and characterized in detail. The enzyme products of these genes were confirmed to be useful for producing anti-Prelog chiral alcohols.
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Affiliation(s)
- Nobuya Itoh
- Biotechnology Research Center and Department of Biotechnology, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama 939-0398, Japan.
| | - Kentaro Isotani
- Biotechnology Research Center and Department of Biotechnology, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama 939-0398, Japan
| | - Yoshihide Makino
- Biotechnology Research Center and Department of Biotechnology, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama 939-0398, Japan
| | - Masaki Kato
- Biotechnology Research Center and Department of Biotechnology, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama 939-0398, Japan
| | - Kouta Kitayama
- Biotechnology Research Center and Department of Biotechnology, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama 939-0398, Japan
| | - Tuyoshi Ishimota
- Biotechnology Research Center and Department of Biotechnology, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama 939-0398, Japan
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50
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Coelho PS, Wang ZJ, Ener ME, Baril SA, Kannan AA, Arnold FH, Brustad EM. A serine-substituted P450 catalyzes highly efficient carbene transfer to olefins in vivo. Nat Chem Biol 2013; 9:485-7. [PMID: 23792734 PMCID: PMC3720782 DOI: 10.1038/nchembio.1278] [Citation(s) in RCA: 249] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2013] [Accepted: 05/17/2013] [Indexed: 11/09/2022]
Abstract
Whole-cell catalysts for non-natural chemical reactions will open new routes to sustainable production of chemicals. We designed a cytochrome 'P411' with unique serine-heme ligation that catalyzes efficient and selective olefin cyclopropanation in intact Escherichia coli cells. The mutation C400S in cytochrome P450(BM3) gives a signature ferrous CO Soret peak at 411 nm, abolishes monooxygenation activity, raises the resting-state Fe(III)-to-Fe(II) reduction potential and substantially improves NAD(P)H-driven activity.
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Affiliation(s)
- Pedro S. Coelho
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Z. Jane Wang
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Maraia E. Ener
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Stefanie A. Baril
- Department of Chemistry and Carolina Center for Genome Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Arvind A. Kannan
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Frances H. Arnold
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Eric M. Brustad
- Department of Chemistry and Carolina Center for Genome Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
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