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Stark F, Hoffmann A, Ihle N, Loderer C, Ansorge-Schumacher MB. Extended Scope and Understanding of Zinc-Dependent Alcohol Dehydrogenases for Reduction of Cyclic α-Diketones. Chembiochem 2023; 24:e202300290. [PMID: 37167138 DOI: 10.1002/cbic.202300290] [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: 04/11/2023] [Revised: 05/05/2023] [Accepted: 05/09/2023] [Indexed: 05/13/2023]
Abstract
Alcohol dehydrogenases (ADH) are important tools for generating chiral α-hydroxyketones. Previously, only the ADH of Thauera aromatica was known to convert cyclic α-diketones with appropriate preference. Here, we extend the spectrum of suitable enzymes by three alcohol dehydrogenases from Citrifermentans bemidjiense (CibADH), Deferrisoma camini (DecADH), and Thauera phenylacetica (ThpADH). Of these, DecADH is characterized by very high thermostability; CibADH and ThpADH convert α-halogenated cyclohexanones with increased activity. Otherwise, however, the substrate spectrum of all four ADHs is highly conserved. Structural considerations led to the conclusion that conversion of diketones requires not only the expansion of the active site into a large binding pocket, but also the circumferential modification of almost all amino acid residues that form the first shell of the binding pocket. The constellation appears to be overall highly specific for the relative positioning of the carbonyl functions and the size of the C-ring.
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Affiliation(s)
- Frances Stark
- Professur für Molekulare Biotechnologie, Technische Universität Dresden, 01062, Dresden, Germany
| | - Aaron Hoffmann
- Professur für Molekulare Biotechnologie, Technische Universität Dresden, 01062, Dresden, Germany
| | - Nadine Ihle
- Professur für Molekulare Biotechnologie, Technische Universität Dresden, 01062, Dresden, Germany
| | - Christoph Loderer
- Professur für Molekulare Biotechnologie, Technische Universität Dresden, 01062, Dresden, Germany
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2
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Substrate multiplexed protein engineering facilitates promiscuous biocatalytic synthesis. Nat Commun 2022; 13:5242. [PMID: 36068220 PMCID: PMC9448781 DOI: 10.1038/s41467-022-32789-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 08/17/2022] [Indexed: 11/19/2022] Open
Abstract
Enzymes with high activity are readily produced through protein engineering, but intentionally and efficiently engineering enzymes for an expanded substrate scope is a contemporary challenge. One approach to address this challenge is Substrate Multiplexed Screening (SUMS), where enzyme activity is measured on competing substrates. SUMS has long been used to rigorously quantitate native enzyme specificity, primarily for in vivo settings. SUMS has more recently found sporadic use as a protein engineering approach but has not been widely adopted by the field, despite its potential utility. Here, we develop principles of how to design and interpret SUMS assays to guide protein engineering. This rich information enables improving activity with multiple substrates simultaneously, identifies enzyme variants with altered scope, and indicates potential mutational hot-spots as sites for further engineering. These advances leverage common laboratory equipment and represent a highly accessible and customizable method for enzyme engineering. Efficient engineering of enzymes for expanded substrate scope is currently challenging. Here, the authors develop simple principles of how to design and interpret Substrate Multiplexed Screening assays to guide protein engineering to enable activity improvements with simultaneously with multiple substrates.
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3
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Zhao HR, Su BM, Shi YB, Lin J. Construction of Efficient Enzyme Systems for Preparing Chiral Ethyl 3-hydroxy-3-phenylpropionate. Enzyme Microb Technol 2022; 157:110033. [DOI: 10.1016/j.enzmictec.2022.110033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 03/12/2022] [Accepted: 03/18/2022] [Indexed: 11/03/2022]
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4
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Dhoke GV, Ensari Y, Hacibaloglu DY, Gärtner A, Ruff AJ, Bocola M, Davari MD. Reversal of Regioselectivity in Zinc-Dependent Medium-Chain Alcohol Dehydrogenase from Rhodococcus erythropolis toward Octanone Derivatives. Chembiochem 2020; 21:2957-2965. [PMID: 32415803 PMCID: PMC7689849 DOI: 10.1002/cbic.202000247] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Indexed: 12/24/2022]
Abstract
The zinc-dependent medium-chain alcohol dehydrogenase from Rhodococcus erythropolis (ReADH) is one of the most versatile biocatalysts for the stereoselective reduction of ketones to chiral alcohols. Despite its known broad substrate scope, ReADH only accepts carbonyl substrates with either a methyl or an ethyl group adjacent to the carbonyl moiety; this limits its use in the synthesis of the chiral alcohols that serve as a building blocks for pharmaceuticals. Protein engineering to expand the substrate scope of ReADH toward bulky substitutions next to carbonyl group (ethyl 2-oxo-4-phenylbutyrate) opens up new routes in the synthesis of ethyl-2-hydroxy-4-phenylbutanoate, an important intermediate for anti-hypertension drugs like enalaprilat and lisinopril. We have performed computer-aided engineering of ReADH toward ethyl 2-oxo-4-phenylbutyrate and octanone derivatives. W296, which is located in the small binding pocket of ReADH, sterically restricts the access of ethyl 2-oxo-4-phenylbutyrate, octan-3-one or octan-4-one toward the catalytic zinc ion and thereby limits ReADH activity. Computational analysis was used to identify position W296 and site-saturation mutagenesis (SSM) yielded an improved variant W296A with a 3.6-fold improved activity toward ethyl 2-oxo-4-phenylbutyrate when compared to WT ReADH (ReADH W296A: 17.10 U/mg and ReADH WT: 4.7 U/mg). In addition, the regioselectivity of ReADH W296A is shifted toward octanone substrates. ReADH W296A has a more than 16-fold increased activity toward octan-4-one (ReADH W296A: 0.97 U/mg and ReADH WT: 0.06 U/mg) and a more than 30-fold decreased activity toward octan-2-one (ReADH W296A: 0.23 U/mg and ReADH WT: 7.69 U/mg). Computational and experimental results revealed the role of position W296 in controlling the substrate scope and regiopreference of ReADH for a variety of carbonyl substrates.
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Affiliation(s)
- Gaurao V Dhoke
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Yunus Ensari
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany.,Kafkas University, Faculty of Engineering and Architecture, Department of Bioengineering, full address?, Kars, Turkey
| | - Dinc Yasat Hacibaloglu
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Anna Gärtner
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Anna Joëlle Ruff
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Marco Bocola
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Mehdi D Davari
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
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5
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A 96-multiplex capillary electrophoresis screening platform for product based evolution of P450 BM3. Sci Rep 2019; 9:15479. [PMID: 31664146 PMCID: PMC6820799 DOI: 10.1038/s41598-019-52077-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Accepted: 10/04/2019] [Indexed: 11/08/2022] Open
Abstract
The main challenge that prevents a broader application of directed enzyme evolution is the lack of high-throughput screening systems with universal product analytics. Most directed evolution campaigns employ screening systems based on colorimetric or fluorogenic surrogate substrates or universal quantification methods such as nuclear magnetic resonance spectroscopy or mass spectrometry, which have not been advanced to achieve a high-throughput. Capillary electrophoresis with a universal UV-based product detection is a promising analytical tool to quantify product formation. Usage of a multiplex system allows the simultaneous measurement with 96 capillaries. A 96-multiplexed capillary electrophoresis (MP-CE) enables a throughput that is comparable to traditional direct evolution campaigns employing 96-well microtiter plates. Here, we report for the first time the usage of a MP-CE system for directed P450 BM3 evolution towards increased product formation (oxidation of alpha-isophorone to 4-hydroxy-isophorone; highest reached total turnover number after evolution campaign: 7120 mol4-OH molP450−1). The MP-CE platform was 3.5-fold more efficient in identification of beneficial variants than the standard cofactor (NADPH) screening system.
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Acevedo‐Rocha CG, Sun Z, Reetz MT. Clarifying the Difference between Iterative Saturation Mutagenesis as a Rational Guide in Directed Evolution and OmniChange as a Gene Mutagenesis Technique. Chembiochem 2018; 19:2542-2544. [PMID: 30408315 DOI: 10.1002/cbic.201800372] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Indexed: 11/10/2022]
Affiliation(s)
| | - Zhoutong Sun
- Tianjin Institute of Industrial BiotechnologyChinese Academy of Sciences 32 West 7th Avenue, Tianjin Airport Economic Area Tianjin 300308 China
| | - Manfred T. Reetz
- Department of ChemistryPhilipps University 35032 Marburg Germany
- Max-Planck-Institut für Kohlenforschung Kaiser-Wilhelm-Platz 1 45470 Mülheim Germany
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Kamble A, Srinivasan S, Singh H. In-Silico Bioprospecting: Finding Better Enzymes. Mol Biotechnol 2018; 61:53-59. [DOI: 10.1007/s12033-018-0132-1] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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Ensari Y, Dhoke GV, Davari MD, Ruff AJ, Schwaneberg U. A Comparative Reengineering Study of cpADH5 through Iterative and Simultaneous Multisite Saturation Mutagenesis. Chembiochem 2018; 19:1563-1569. [DOI: 10.1002/cbic.201800159] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Indexed: 12/31/2022]
Affiliation(s)
- Yunus Ensari
- Lehrstuhl für BiotechnologieRWTH Aachen University Worringerweg 3 52074 Aachen Germany
- Kafkas UniversityFaculty of Engineering and ArchitectureDepartment of Bioengineering 36100 Kars Turkey
| | - Gaurao V. Dhoke
- Lehrstuhl für BiotechnologieRWTH Aachen University Worringerweg 3 52074 Aachen Germany
| | - Mehdi D. Davari
- Lehrstuhl für BiotechnologieRWTH Aachen University Worringerweg 3 52074 Aachen Germany
| | - Anna Joëlle Ruff
- Lehrstuhl für BiotechnologieRWTH Aachen University Worringerweg 3 52074 Aachen Germany
| | - Ulrich Schwaneberg
- Lehrstuhl für BiotechnologieRWTH Aachen University Worringerweg 3 52074 Aachen Germany
- DWI-Leibniz Institut für Interaktive Materialien Forckenbeckstrasse 50 52056 Aachen Germany
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9
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Ensari Y, Dhoke GV, Davari MD, Bocola M, Ruff AJ, Schwaneberg U. Inversion of cpADH5 Enantiopreference and Altered Chain Length Specificity for Methyl 3-Hydroxyalkanoates. Chemistry 2017; 23:12636-12645. [DOI: 10.1002/chem.201702581] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2017] [Indexed: 11/12/2022]
Affiliation(s)
- Yunus Ensari
- Lehrstuhl für Biotechnologie; RWTH Aachen University; Worringerweg 3 52074 Aachen Germany
- Faculty of Engineering and Architecture; Department of Bioengineering; Kafkas University; Kars Turkey
| | - Gaurao V. Dhoke
- Lehrstuhl für Biotechnologie; RWTH Aachen University; Worringerweg 3 52074 Aachen Germany
| | - Mehdi D. Davari
- Lehrstuhl für Biotechnologie; RWTH Aachen University; Worringerweg 3 52074 Aachen Germany
| | - Marco Bocola
- Lehrstuhl für Biotechnologie; RWTH Aachen University; Worringerweg 3 52074 Aachen Germany
| | - Anna Joëlle Ruff
- Lehrstuhl für Biotechnologie; RWTH Aachen University; Worringerweg 3 52074 Aachen Germany
| | - Ulrich Schwaneberg
- Lehrstuhl für Biotechnologie; RWTH Aachen University; Worringerweg 3 52074 Aachen Germany
- DWI-Leibniz Institut für Interaktive Materialien; Forckenbeckstraße 50 52056 Aachen Germany
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10
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Candida parapsilosis: A versatile biocatalyst for organic oxidation-reduction reactions. Bioorg Chem 2016; 68:187-213. [DOI: 10.1016/j.bioorg.2016.08.007] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2016] [Revised: 08/08/2016] [Accepted: 08/10/2016] [Indexed: 11/22/2022]
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11
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I86A/C295A mutant secondary alcohol dehydrogenase from Thermoanaerobacter ethanolicus has broadened substrate specificity for aryl ketones. Arch Biochem Biophys 2016; 606:151-6. [DOI: 10.1016/j.abb.2016.08.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Revised: 07/29/2016] [Accepted: 08/01/2016] [Indexed: 11/19/2022]
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12
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Dhoke GV, Ensari Y, Davari MD, Ruff AJ, Schwaneberg U, Bocola M. What's My Substrate? Computational Function Assignment of Candida parapsilosis ADH5 by Genome Database Search, Virtual Screening, and QM/MM Calculations. J Chem Inf Model 2016; 56:1313-23. [PMID: 27387009 DOI: 10.1021/acs.jcim.6b00076] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Zinc-dependent medium chain reductase from Candida parapsilosis can be used in the reduction of carbonyl compounds to pharmacologically important chiral secondary alcohols. To date, the nomenclature of cpADH5 is differing (CPCR2/RCR/SADH) in the literature, and its natural substrate is not known. In this study, we utilized a substrate docking based virtual screening method combined with KEGG, MetaCyc pathway, and Candida genome databases search for the discovery of natural substrates of cpADH5. The virtual screening of 7834 carbonyl compounds from the ZINC database provided 94 aldehydes or methyl/ethyl ketones as putative carbonyl substrates. Out of which, 52 carbonyl substrates of cpADH5 with catalytically active docking pose were identified by employing mechanism based substrate docking protocol. Comparison of the virtual screening results with KEGG, MetaCyc database search, and Candida genome pathway analysis suggest that cpADH5 might be involved in the Ehrlich pathway (reduction of fusel aldehydes in leucine, isoleucine, and valine degradation). Our QM/MM calculations and experimental activity measurements affirmed that butyraldehyde substrates are the potential natural substrates of cpADH5, suggesting a carbonyl reductase role for this enzyme in butyraldehyde reduction in aliphatic amino acid degradation pathways. Phylogenetic tree analysis of known ADHs from Candida albicans shows that cpADH5 is close to caADH5. We therefore propose, according to the experimental substrate identification and sequence similarity, the common name butyraldehyde dehydrogenase cpADH5 for Candida parapsilosis CPCR2/RCR/SADH.
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Affiliation(s)
- Gaurao V Dhoke
- Lehrstuhl für Biotechnologie, RWTH Aachen University , Worringerweg 3, 52074 Aachen, Germany
| | - Yunus Ensari
- Lehrstuhl für Biotechnologie, RWTH Aachen University , Worringerweg 3, 52074 Aachen, Germany
| | - Mehdi D Davari
- Lehrstuhl für Biotechnologie, RWTH Aachen University , Worringerweg 3, 52074 Aachen, Germany
| | - Anna Joëlle Ruff
- Lehrstuhl für Biotechnologie, RWTH Aachen University , Worringerweg 3, 52074 Aachen, Germany
| | - Ulrich Schwaneberg
- Lehrstuhl für Biotechnologie, RWTH Aachen University , Worringerweg 3, 52074 Aachen, Germany.,DWI-Leibniz Institut für Interaktive Materialien , Forckenbeckstraße 50, 52056 Aachen, Germany
| | - Marco Bocola
- Lehrstuhl für Biotechnologie, RWTH Aachen University , Worringerweg 3, 52074 Aachen, Germany
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Activity prediction of substrates in NADH-dependent carbonyl reductase by docking requires catalytic constraints and charge parameterization of catalytic zinc environment. J Comput Aided Mol Des 2015; 29:1057-69. [PMID: 26530855 DOI: 10.1007/s10822-015-9878-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2015] [Accepted: 10/30/2015] [Indexed: 12/27/2022]
Abstract
Molecular docking of substrates is more challenging compared to inhibitors as the reaction mechanism has to be considered. This becomes more pronounced for zinc-dependent enzymes since the coordination state of the catalytic zinc ion is of greater importance. In order to develop a predictive substrate docking protocol, we have performed molecular docking studies of diketone substrates using the catalytic state of carbonyl reductase 2 from Candida parapsilosis (CPCR2). Different docking protocols using two docking methods (AutoDock Vina and AutoDock4.2) with two different sets of atomic charges (AM1-BCC and HF-RESP) for catalytic zinc environment and substrates as well as two sets of vdW parameters for zinc ion were examined. We have selected the catalytic binding pose of each substrate by applying mechanism based distance criteria. To compare the performance of the docking protocols, the correlation plots for the binding energies of these catalytic poses were obtained against experimental Vmax values of the 11 diketone substrates for CPCR2. The best correlation of 0.73 was achieved with AutoDock4.2 while treating catalytic zinc ion in optimized non-bonded (NBopt) state with +1.01 charge on the zinc ion, compared to 0.36 in non-bonded (+2.00 charge on the zinc ion) state. These results indicate the importance of catalytic constraints and charge parameterization of catalytic zinc environment for the prediction of substrate activity in zinc-dependent enzymes by molecular docking. The developed predictive docking protocol described here is in principle generally applicable for the efficient in silico substrate spectra characterization of zinc-dependent ADH.
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Loderer C, Dhoke GV, Davari MD, Kroutil W, Schwaneberg U, Bocola M, Ansorge-Schumacher MB. Investigation of Structural Determinants for the Substrate Specificity in the Zinc-Dependent Alcohol Dehydrogenase CPCR2 fromCandida parapsilosis. Chembiochem 2015; 16:1512-9. [DOI: 10.1002/cbic.201500100] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2015] [Indexed: 11/06/2022]
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15
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Loderer C, Morgenstern F, Ansorge-Schumacher M. A Zinc-Dependent Alcohol Dehydrogenase (ADH) from Thauera aromatica, Reducing Cyclic α- and β-Diketones. Adv Synth Catal 2015. [DOI: 10.1002/adsc.201500171] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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16
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Dhoke GV, Davari MD, Schwaneberg U, Bocola M. QM/MM Calculations Revealing the Resting and Catalytic States in Zinc-Dependent Medium-Chain Dehydrogenases/Reductases. ACS Catal 2015. [DOI: 10.1021/cs501524k] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Gaurao V. Dhoke
- RWTH Aachen University, Chair of Biotechnology, Worringer Weg 3, D-52074 Aachen, Germany
| | - Mehdi D. Davari
- RWTH Aachen University, Chair of Biotechnology, Worringer Weg 3, D-52074 Aachen, Germany
| | - Ulrich Schwaneberg
- RWTH Aachen University, Chair of Biotechnology, Worringer Weg 3, D-52074 Aachen, Germany
| | - Marco Bocola
- RWTH Aachen University, Chair of Biotechnology, Worringer Weg 3, D-52074 Aachen, Germany
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Nealon CM, Musa MM, Patel JM, Phillips RS. Controlling Substrate Specificity and Stereospecificity of Alcohol Dehydrogenases. ACS Catal 2015. [DOI: 10.1021/cs501457v] [Citation(s) in RCA: 84] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Christopher M. Nealon
- Department
of Chemistry, University of Georgia, Athens, Georgia 30602, United States
| | - Musa M. Musa
- Department
of Chemistry, King Fahd University of Petroleum and Minerals, Dhahran 31261, Kingdom of Saudi Arabia
| | - Jay M. Patel
- Department
of Chemistry, University of Georgia, Athens, Georgia 30602, United States
| | - Robert S. Phillips
- Department
of Chemistry, University of Georgia, Athens, Georgia 30602, United States
- Department
of Biochemistry and Molecular Biology, University of Georgia, Athens, Georgia 30602, United States
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Grosch JH, Loderer C, Jestel T, Ansorge-Schumacher M, Spieß AC. Carbonyl reductase of Candida parapsilosis – Stability analysis and stabilization strategy. ACTA ACUST UNITED AC 2015. [DOI: 10.1016/j.molcatb.2014.12.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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19
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Man H, Gargiulo S, Frank A, Hollmann F, Grogan G. Structure of the NADH-dependent thermostable alcohol dehydrogenase TADH from Thermus sp. ATN1 provides a platform for engineering specificity and improved compatibility with inorganic cofactor-regeneration catalysts. ACTA ACUST UNITED AC 2014. [DOI: 10.1016/j.molcatb.2014.03.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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20
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Man H, Loderer C, Ansorge-Schumacher MB, Grogan G. Structure of NADH-Dependent Carbonyl Reductase (CPCR2) from Candida parapsilosis
Provides Insight into Mutations that Improve Catalytic Properties. ChemCatChem 2014. [DOI: 10.1002/cctc.201300788] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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21
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Zhu L, Cheng F, Piatkowski V, Schwaneberg U. Protein Engineering of the Antitumor Enzyme PpADI for Improved Thermal Resistance. Chembiochem 2013; 15:276-83. [DOI: 10.1002/cbic.201300433] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2013] [Indexed: 11/10/2022]
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22
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Biocatalytically active silCoat-composites entrapping viable Escherichia coli. Appl Microbiol Biotechnol 2013; 98:1557-66. [DOI: 10.1007/s00253-013-5340-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2013] [Revised: 10/15/2013] [Accepted: 10/16/2013] [Indexed: 01/05/2023]
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Improvement of biocatalysts for industrial and environmental purposes by saturation mutagenesis. Biomolecules 2013; 3:778-811. [PMID: 24970191 PMCID: PMC4030971 DOI: 10.3390/biom3040778] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2013] [Revised: 09/22/2013] [Accepted: 09/23/2013] [Indexed: 11/16/2022] Open
Abstract
Laboratory evolution techniques are becoming increasingly widespread among protein engineers for the development of novel and designed biocatalysts. The palette of different approaches ranges from complete randomized strategies to rational and structure-guided mutagenesis, with a wide variety of costs, impacts, drawbacks and relevance to biotechnology. A technique that convincingly compromises the extremes of fully randomized vs. rational mutagenesis, with a high benefit/cost ratio, is saturation mutagenesis. Here we will present and discuss this approach in its many facets, also tackling the issue of randomization, statistical evaluation of library completeness and throughput efficiency of screening methods. Successful recent applications covering different classes of enzymes will be presented referring to the literature and to research lines pursued in our group. The focus is put on saturation mutagenesis as a tool for designing novel biocatalysts specifically relevant to production of fine chemicals for improving bulk enzymes for industry and engineering technical enzymes involved in treatment of waste, detoxification and production of clean energy from renewable sources.
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25
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Jakoblinnert A, van den Wittenboer A, Shivange AV, Bocola M, Heffele L, Ansorge-Schumacher M, Schwaneberg U. Design of an activity and stability improved carbonyl reductase from Candida parapsilosis. J Biotechnol 2013; 165:52-62. [DOI: 10.1016/j.jbiotec.2013.02.006] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2012] [Revised: 02/05/2013] [Accepted: 02/11/2013] [Indexed: 10/27/2022]
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