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Yan Y, Zheng C, Song W, Wu J, Guo L, Gao C, Liu J, Chen X, Zhu M, Liu L. Efficient Production of Epoxy-Norbornane from Norbornene by an Engineered P450 Peroxygenase. Chembiochem 2023; 24:e202200529. [PMID: 36354378 DOI: 10.1002/cbic.202200529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 11/02/2022] [Accepted: 11/08/2022] [Indexed: 11/12/2022]
Abstract
Epoxy-norbornane (EPO-NBE) is a crucial building block for the synthesis of various biologically active heterocyclic systems. To develop an efficient protocol for producing EPO-NBE using norbornene (NBE) as a substrate, cytochrome P450 enzyme from Pseudomonas putida (CYP238A1) was examined and its crystal structure (PDB code: 7X53) was resolved. Molecular mechanism analysis showed a high energy barrier related to iron-alkoxy radical complex formation. Therefore, a protein engineering strategy was developed and an optimal CYP238A1NPV variant containing a local hydrophobic "fence" at the active site was obtained, which increased the H2 O2 -dependent epoxidation activity by 7.5-fold compared with that of CYP238A1WT . Among the "fence", Glu255 participates in an efficient proton transfer system. Whole-cell transformation using CYP238A1NPV achieved an EPO-NBE yield of 77.6 g ⋅ L-1 in a 30-L reactor with 66.3 % conversion. These results demonstrate the potential of this system for industrial production of EPO-NBE and provides a new biocatalytic platform for epoxidation chemistry.
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Affiliation(s)
- Yu Yan
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, P. R. China
| | - Chenni Zheng
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, P. R. China
| | - Wei Song
- School of Life Sciences and Health Engineering, Jiangnan University, Wuxi, 214122, P. R. China
| | - Jing Wu
- School of Life Sciences and Health Engineering, Jiangnan University, Wuxi, 214122, P. R. China
| | - Liang Guo
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, P. R. China
| | - Cong Gao
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, P. R. China
| | - Jia Liu
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, P. R. China
| | - Xiulai Chen
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, P. R. China
| | - Meng Zhu
- Wuxi Acryl Technology Co., Ltd., Wuxi, 214122, P. R. China
| | - Liming Liu
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, P. R. China
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2
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Drici N, Krallafa MA. Effect of mutation on the stabilization energy of HIV-1 zinc fingers: a hybrid local self-consistent field/molecular mechanics investigation. J Biol Inorg Chem 2016; 22:109-119. [DOI: 10.1007/s00775-016-1411-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2016] [Accepted: 11/03/2016] [Indexed: 11/27/2022]
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3
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Mancini G, Zazza C. F429 Regulation of Tunnels in Cytochrome P450 2B4: A Top Down Study of Multiple Molecular Dynamics Simulations. PLoS One 2015; 10:e0137075. [PMID: 26415031 PMCID: PMC4587367 DOI: 10.1371/journal.pone.0137075] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2015] [Accepted: 08/12/2015] [Indexed: 01/22/2023] Open
Abstract
The root causes of the outcomes of the single-site mutation in enzymes remain by and large not well understood. This is the case of the F429H mutant of the cytochrome P450 (CYP) 2B4 enzyme where the substitution, on the proximal surface of the active site, of a conserved phenylalanine 429 residue with histidine seems to hamper the formation of the active species, Compound I (porphyrin cation radical-Fe(IV) = O, Cpd I) from the ferric hydroperoxo (Fe(III)OOH-, Cpd 0) precursor. Here we report a study based on extensive molecular dynamic (MD) simulations of 4 CYP-2B4 point mutations compared to the WT enzyme, having the goal of better clarifying the importance of the proximal Phe429 residue on CYP 2B4 catalytic properties. To consolidate the huge amount of data coming from five simulations and extract the most distinct structural features of the five species studied we made an extensive use of cluster analysis. The results show that all studied single polymorphisms of F429, with different side chain properties: i) drastically alter the reservoir of conformations accessible by the protein, perturbing global dynamics ii) expose the thiolate group of residue Cys436 to the solvent, altering the electronic properties of Cpd0 and iii) affect the various ingress and egress channels connecting the distal sites with the bulk environment, altering the reversibility of these channels. In particular, it was observed that the wild type enzyme exhibits unique structural features as compared to all mutant species in terms of weak interactions (hydrogen bonds) that generate a completely different dynamical behavior of the complete system. Albeit not conclusive, the current computational investigation sheds some light on the subtle and critical effects that proximal single-site mutations can exert on the functional mechanisms of human microsomal CYPs which should go rather far beyond local structure characterization.
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Affiliation(s)
- Giordano Mancini
- Scuola Normale Superiore di Pisa, Piazza dei Cavalieri 7, 56126, Pisa, Italy, and Istituto Nazionale di Fisica Nucleare (INFN) sezione di Pisa, Largo Bruno Pontecorvo 3, 56127, Pisa, Italy
- * E-mail:
| | - Costantino Zazza
- Università degli Studi di Roma “La Sapienza”, Piazzale Aldo Moro 5, 00185, Roma, Italy
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4
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Lian P, Wei D. An application of QM/MM simulation: the second protonation of cytochrome P450. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2014; 827:311-24. [PMID: 25387972 DOI: 10.1007/978-94-017-9245-5_18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2023]
Abstract
The multiscale model strategy, hybrid quantum mechanics and molecular mechanics (QM/MM), has become more and more prevalent in the theoretical study of enzymatic reactions. It combines both the efficiency of the Newtonian molecular calculations and the accuracy of the quantum mechanical methods. Simulation using QM/MM multiscale model may be one of the most promising approaches that could further narrow the gap between the theoretical models and the real problems. It is capable of dealing with not only the conformational changes of biomacromolecules, but also the catalytic reactions. Herein, we reviewed some of our recent work to demonstrate the application of the QM/MM simulations in exploring the enzymatic reactions.
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Affiliation(s)
- Peng Lian
- State Key Laboratory of Microbial Metabolism, College of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
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5
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Altun A, Breidung J, Neese F, Thiel W. Correlated Ab Initio and Density Functional Studies on H2 Activation by FeO+. J Chem Theory Comput 2014; 10:3807-20. [DOI: 10.1021/ct500522d] [Citation(s) in RCA: 71] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
- Ahmet Altun
- Department
of Physics, Fatih University, 34500 B.Çekmece, Istanbul, Turkey
| | - Jürgen Breidung
- Max-Planck-Institut
für Kohlenforschung, Kaiser-Wilhelm-Platz
1, D-45470 Mülheim
an der Ruhr, Germany
| | - Frank Neese
- Max-Planck-Institut
für Chemische Energiekonversion, Stiftstr. 34-36, D-45470 Mülheim an der Ruhr, Germany
| | - Walter Thiel
- Max-Planck-Institut
für Kohlenforschung, Kaiser-Wilhelm-Platz
1, D-45470 Mülheim
an der Ruhr, Germany
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6
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Hediger MR, De Vico L, Rannes JB, Jäckel C, Besenmatter W, Svendsen A, Jensen JH. In silico screening of 393 mutants facilitates enzyme engineering of amidase activity in CalB. PeerJ 2013; 1:e145. [PMID: 24010022 PMCID: PMC3757469 DOI: 10.7717/peerj.145] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2013] [Accepted: 08/06/2013] [Indexed: 11/25/2022] Open
Abstract
Our previously presented method for high throughput computational screening of mutant activity (Hediger et al., 2012) is benchmarked against experimentally measured amidase activity for 22 mutants of Candida antarctica lipase B (CalB). Using an appropriate cutoff criterion for the computed barriers, the qualitative activity of 15 out of 22 mutants is correctly predicted. The method identifies four of the six most active mutants with ≥3-fold wild type activity and seven out of the eight least active mutants with ≤0.5-fold wild type activity. The method is further used to screen all sterically possible (386) double-, triple- and quadruple-mutants constructed from the most active single mutants. Based on the benchmark test at least 20 new promising mutants are identified.
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Affiliation(s)
- Martin R Hediger
- Department of Chemistry, University of Copenhagen , Copenhagen , Denmark
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7
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Lian P, Li J, Wang DQ, Wei DQ. Car–Parrinello Molecular Dynamics/Molecular Mechanics (CPMD/MM) Simulation Study of Coupling and Uncoupling Mechanisms of Cytochrome P450cam. J Phys Chem B 2013; 117:7849-56. [DOI: 10.1021/jp312107r] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Peng Lian
- State Key
Laboratory of Microbial
Metabolism, and College of Life Science and Biotechnology, Shanghai Jiao Tong University, Shanghai, China 200240
| | - Jue Li
- State Key
Laboratory of Microbial
Metabolism, and College of Life Science and Biotechnology, Shanghai Jiao Tong University, Shanghai, China 200240
| | - Dong-Qi Wang
- Laboratory of Physical Chemistry, Swiss Federal Institute of Technology, ETH, CH-8093
Zurich, Switzerland
| | - Dong-Qing Wei
- State Key
Laboratory of Microbial
Metabolism, and College of Life Science and Biotechnology, Shanghai Jiao Tong University, Shanghai, China 200240
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8
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Hediger MR, De Vico L, Svendsen A, Besenmatter W, Jensen JH. A computational methodology to screen activities of enzyme variants. PLoS One 2012; 7:e49849. [PMID: 23284627 PMCID: PMC3524253 DOI: 10.1371/journal.pone.0049849] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2012] [Accepted: 10/14/2012] [Indexed: 11/22/2022] Open
Abstract
We present a fast computational method to efficiently screen enzyme activity. In the presented method, the effect of mutations on the barrier height of an enzyme-catalysed reaction can be computed within 24 hours on roughly 10 processors. The methodology is based on the PM6 and MOZYME methods as implemented in MOPAC2009, and is tested on the first step of the amide hydrolysis reaction catalyzed by the Candida Antarctica lipase B (CalB) enzyme. The barrier heights are estimated using adiabatic mapping and shown to give barrier heights to within 3 kcal/mol of B3LYP/6-31G(d)//RHF/3-21G results for a small model system. Relatively strict convergence criteria (0.5 kcal/(molÅ)), long NDDO cutoff distances within the MOZYME method (15 Å) and single point evaluations using conventional PM6 are needed for reliable results. The generation of mutant structures and subsequent setup of the semiempirical calculations are automated so that the effect on barrier heights can be estimated for hundreds of mutants in a matter of weeks using high performance computing.
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Affiliation(s)
- Martin R. Hediger
- Department of Chemistry, University of Copenhagen, Copenhagen, Denmark
| | - Luca De Vico
- Department of Chemistry, University of Copenhagen, Copenhagen, Denmark
| | | | | | - Jan H. Jensen
- Department of Chemistry, University of Copenhagen, Copenhagen, Denmark
- * E-mail:
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9
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Lonsdale R, Harvey JN, Mulholland AJ. Effects of Dispersion in Density Functional Based Quantum Mechanical/Molecular Mechanical Calculations on Cytochrome P450 Catalyzed Reactions. J Chem Theory Comput 2012; 8:4637-45. [PMID: 26605619 DOI: 10.1021/ct300329h] [Citation(s) in RCA: 84] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Density functional theory (DFT) based quantum mechanical/molecular mechanical (QM/MM) calculations have provided valuable insight into the reactivity of the cytochrome P450 family of enzymes (P450s). A failure of commonly used DFT methods, such as B3LYP, is the neglect of dispersion interactions. An empirical dispersion correction has been shown to improve the accuracy of gas phase DFT calculations of P450s. The current work examines the effect of the dispersion correction in QM/MM calculations on P450s. The hydrogen abstraction from camphor, and hydrogen abstraction and C-O addition of cyclohexene and propene by P450cam have been modeled, along with the addition of benzene to Compound I in CYP2C9, at the B3LYP-D2/CHARMM27 level of theory. Single point energy calculations were also performed at the B3LYP-D3//B3LYP-D2/CHARMM27 level. The dispersion corrections lower activation energy barriers significantly (by ∼5 kcal/mol), as seen for gas phase calculations, but has a small effect on optimized geometries.These effects are likely to be important in modeling reactions catalyzed by other enzymes also. Given the low computational cost of including such dispersion corrections, we recommend doing so in all B3LYP based QM/MM calculations.
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Affiliation(s)
- Richard Lonsdale
- Centre for Computational Chemistry, School of Chemistry, University of Bristol , Cantock's Close, Bristol BS8 1TS, U.K
| | - Jeremy N Harvey
- Centre for Computational Chemistry, School of Chemistry, University of Bristol , Cantock's Close, Bristol BS8 1TS, U.K
| | - Adrian J Mulholland
- Centre for Computational Chemistry, School of Chemistry, University of Bristol , Cantock's Close, Bristol BS8 1TS, U.K
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10
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Kumar D, Thiel W, de Visser SP. Theoretical Study on the Mechanism of the Oxygen Activation Process in Cysteine Dioxygenase Enzymes. J Am Chem Soc 2011; 133:3869-82. [DOI: 10.1021/ja107514f] [Citation(s) in RCA: 169] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Devesh Kumar
- Max-Planck-Institut für Kohlenforschung, Kaiser-Wilhelm-Platz 1,
D-45470 Mülheim an der Ruhr, Germany
- Molecular Modelling Group, Indian Institute of Chemical Technology, Hyderabad
500 607, India
| | - Walter Thiel
- Max-Planck-Institut für Kohlenforschung, Kaiser-Wilhelm-Platz 1,
D-45470 Mülheim an der Ruhr, Germany
| | - Sam P. de Visser
- The Manchester Interdisciplinary
Biocenter and School of Chemical Engineering and Analytical Science, University of Manchester, 131 Princess Street, Manchester
M1 7DN, United Kingdom
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11
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Bach RD. The rate-limiting step in P450 hydroxylation of hydrocarbons a direct comparison of the "somersault" versus the "consensus" mechanism involving compound I. J Phys Chem A 2010; 114:9319-32. [PMID: 20690650 DOI: 10.1021/jp1045518] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Model theoretical quantum mechanical (QM) calculations are described for the P-450 hydroxylation of methane, isobutane, and camphor that compare the concerted somersault H-abstraction mechanism with the oxidation step involving Cpd I. Special emphasis has been placed on maintaining a balanced basis set in the oxidation step. QM calculations, employing the 6-311+G(d,p) basis set on the Fe atom and all of the key surrounding atoms involved in the C-H abstraction step, reaffirm a mechanism involving rearrangement of the iron hydroperoxide group (FeO-OH --> FeO...HO(*)) in concert with hydrogen abstraction from the C-H bond of the substrate by the incipient bound hydroxyl radical HO(*). The barrier for the somersault rearrangement of model Cpd 0 (FeO-OH) is calculated to be 21.4 kcal/mol in the absence of substrate. The overall activation energy for the oxidation of camphor involving the somersault motion of the FeO-OH group of P450 model porphyrin iron(III) hydroperoxide [Por(SH)Fe(III)-OOH(-)] --> [Por(SH)Fe(III)-O....HO(-)] in concert with hydrogen abstraction is DeltaE(++) = 12.4 kcal/mol. The corresponding abstraction of the hydrogen atom from the C-H bond of camphor by Cpd I has an activation barrier of 17.6 kcal/mol. Arguments are presented that the somersault rearrangement is induced by steric compression at the active site. Kinetic isotope effect data are discussed that provides compelling evidence for a rate-limiting step involving C-H bond cleavage.
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Affiliation(s)
- Robert D Bach
- Department of Chemistry and Biochemistry, University of Delaware, Newark, Delaware 19716, USA.
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12
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Jin N, Lahaye DE, Groves JT. A “Push−Pull” Mechanism for Heterolytic O−O Bond Cleavage in Hydroperoxo Manganese Porphyrins. Inorg Chem 2010; 49:11516-24. [DOI: 10.1021/ic1015274] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Ning Jin
- Department of Chemistry, Princeton University, Princeton, New Jersey 08544, United States
| | - Dorothée E. Lahaye
- Department of Chemistry, Princeton University, Princeton, New Jersey 08544, United States
| | - John T. Groves
- Department of Chemistry, Princeton University, Princeton, New Jersey 08544, United States
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