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Chiang CY, Ohashi M, Le J, Chen PP, Zhou Q, Qu S, Bat-Erdene U, Hematian S, Rodriguez JA, Houk KN, Guo Y, Loo JA, Tang Y. Copper-dependent halogenase catalyses unactivated C-H bond functionalization. Nature 2025; 638:126-132. [PMID: 39880944 DOI: 10.1038/s41586-024-08362-4] [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: 04/21/2024] [Accepted: 11/07/2024] [Indexed: 01/31/2025]
Abstract
Carbon-hydrogen (C-H) bonds are the foundation of essentially every organic molecule, making them an ideal place to do chemical synthesis. The key challenge is achieving selectivity for one particular C(sp3)-H bond1-3. In recent years, metalloenzymes have been found to perform C(sp3)-H bond functionalization4,5. Despite substantial progresses in the past two decades6,7, enzymatic halogenation and pseudohalogenation of unactivated C(sp3)-H-providing a functional handle for further modification-have been achieved with only non-haem iron/α-ketoglutarate-dependent halogenases, and are therefore limited by the chemistry possible with these enzymes8. Here we report the discovery and characterization of a previously unknown halogenase ApnU, part of a protein family containing domain of unknown function 3328 (DUF3328). ApnU uses copper in its active site to catalyse iterative chlorinations on multiple unactivated C(sp3)-H bonds. By taking advantage of the softer copper centre, we demonstrate that ApnU can catalyse unprecedented enzymatic C(sp3)-H bond functionalization such as iodination and thiocyanation. Using biochemical characterization and proteomics analysis, we identified the functional oligomeric state of ApnU as a covalently linked homodimer, which contains three essential pairs-one interchain and two intrachain-of disulfide bonds. The metal-coordination active site in ApnU consists of binuclear type II copper centres, as revealed by electron paramagnetic resonance spectroscopy. This discovery expands the enzymatic capability of C(sp3)-H halogenases and provides a foundational understanding of this family of binuclear copper-dependent oxidative enzymes.
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Affiliation(s)
- Chen-Yu Chiang
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, Los Angeles, CA, USA
| | - Masao Ohashi
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, Los Angeles, CA, USA.
| | - Jessie Le
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, USA
| | - Pan-Pan Chen
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, USA
| | - Qingyang Zhou
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, USA
| | - Songrong Qu
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, USA
| | - Undramaa Bat-Erdene
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, Los Angeles, CA, USA
| | - Shabnam Hematian
- Department of Chemistry and Biochemistry, University of North Carolina at Greensboro, Greensboro, NC, USA
| | - Jose A Rodriguez
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, USA
| | - K N Houk
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, USA
| | - Yisong Guo
- Department of Chemistry, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Joseph A Loo
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Biological Chemistry, University of California, Los Angeles, Los Angeles, CA, USA
| | - Yi Tang
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, Los Angeles, CA, USA.
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, USA.
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2
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Yang D, Chiang CH, Wititsuwannakul T, Brooks CL, Zimmerman PM, Narayan ARH. Engineering the Reaction Pathway of a Non-heme Iron Oxygenase Using Ancestral Sequence Reconstruction. J Am Chem Soc 2024; 146:34352-34363. [PMID: 39642058 PMCID: PMC11957380 DOI: 10.1021/jacs.4c08420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/08/2024]
Abstract
Non-heme iron (FeII), α-ketoglutarate (α-KG)-dependent oxygenases are a family of enzymes that catalyze an array of transformations that cascade forward after the formation of radical intermediates. Achieving control over the reaction pathway is highly valuable and a necessary step toward broadening the applications of these biocatalysts. Numerous approaches have been used to engineer the reaction pathway of FeII/α-KG-dependent enzymes, including site-directed mutagenesis, DNA shuffling, and site-saturation mutagenesis, among others. Herein, we showcase a novel ancestral sequence reconstruction (ASR)-guided strategy in which evolutionary information is used to pinpoint the residues critical for controlling different reaction pathways. Following this, a combinatorial site-directed mutagenesis approach was used to quickly evaluate the importance of each residue. These results were validated using a DNA shuffling strategy and through quantum mechanical/molecular mechanical (QM/MM) simulations. Using this approach, we identified a set of active site residues together with a key hydrogen bond between the substrate and an active site residue, which are crucial for dictating the dominant reaction pathway. Ultimately, we successfully converted both extant and ancestral enzymes that perform benzylic hydroxylation into variants that can catalyze an oxidative ring-expansion reaction, showcasing the potential of utilizing ASR to accelerate the reaction pathway engineering within enzyme families that share common structural and mechanistic features.
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Affiliation(s)
- Di Yang
- Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States; Life Science Institute, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Chang-Hwa Chiang
- Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States; Life Science Institute, University of Michigan, Ann Arbor, Michigan 48109, United States
| | | | - Charles L. Brooks
- Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States; Life Science Institute and Enhanced Program in Biophysics, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Paul M. Zimmerman
- Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Alison R. H. Narayan
- Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States; Life Science Institute and Program in Chemical Biology, University of Michigan, Ann Arbor, Michigan 48109, United States
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3
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Motter J, Benckendorff CMM, Westarp S, Sunde-Brown P, Neubauer P, Kurreck A, Miller GJ. Purine nucleoside antibiotics: recent synthetic advances harnessing chemistry and biology. Nat Prod Rep 2024; 41:873-884. [PMID: 38197414 PMCID: PMC11188666 DOI: 10.1039/d3np00051f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Indexed: 01/11/2024]
Abstract
Covering: 2019 to 2023Nucleoside analogues represent one of the most important classes of small molecule pharmaceuticals and their therapeutic development is successfully established within oncology and for the treatment of viral infections. However, there are currently no nucleoside analogues in clinical use for the management of bacterial infections. Despite this, a significant number of clinically recognised nucleoside analogues are known to possess some antibiotic activity, thereby establishing a potential source for new therapeutic discovery in this area. Furthermore, given the rise in antibiotic resistance, the discovery of new clinical candidates remains an urgent global priority and natural product-derived nucleoside analogues may also present a rich source of discovery space for new modalities. This Highlight, covering work published from 2019 to 2023, presents a current perspective surrounding the synthesis of natural purine nucleoside antibiotics. By amalgamating recent efforts from synthetic chemistry with advances in biosynthetic understanding and the use of recombinant enzymes, prospects towards different structural classes of purines are detailed.
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Affiliation(s)
- Jonas Motter
- Chair of Bioprocess Engineering, Institute of Biotechnology, Faculty III Process Sciences, Technische Universität Berlin, Ackerstraße 76, D-13355, Berlin, Germany
| | - Caecilie M M Benckendorff
- School of Chemical and Physical Sciences and Centre for Glycoscience, Keele University, Keele, Staffordshire, ST5 5BG, UK.
| | - Sarah Westarp
- Chair of Bioprocess Engineering, Institute of Biotechnology, Faculty III Process Sciences, Technische Universität Berlin, Ackerstraße 76, D-13355, Berlin, Germany
- BioNukleo GmbH, Ackerstraße 76, 13355 Berlin, Germany.
| | - Peter Sunde-Brown
- School of Chemical and Physical Sciences and Centre for Glycoscience, Keele University, Keele, Staffordshire, ST5 5BG, UK.
| | - Peter Neubauer
- Chair of Bioprocess Engineering, Institute of Biotechnology, Faculty III Process Sciences, Technische Universität Berlin, Ackerstraße 76, D-13355, Berlin, Germany
| | - Anke Kurreck
- Chair of Bioprocess Engineering, Institute of Biotechnology, Faculty III Process Sciences, Technische Universität Berlin, Ackerstraße 76, D-13355, Berlin, Germany
- BioNukleo GmbH, Ackerstraße 76, 13355 Berlin, Germany.
| | - Gavin J Miller
- School of Chemical and Physical Sciences and Centre for Glycoscience, Keele University, Keele, Staffordshire, ST5 5BG, UK.
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4
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Ni J, Zhuang J, Shi Y, Chiang YC, Cheng GJ. Discovery and substrate specificity engineering of nucleotide halogenases. Nat Commun 2024; 15:5254. [PMID: 38898020 PMCID: PMC11186838 DOI: 10.1038/s41467-024-49147-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Accepted: 05/24/2024] [Indexed: 06/21/2024] Open
Abstract
C2'-halogenation has been recognized as an essential modification to enhance the drug-like properties of nucleotide analogs. The direct C2'-halogenation of the nucleotide 2'-deoxyadenosine-5'-monophosphate (dAMP) has recently been achieved using the Fe(II)/α-ketoglutarate-dependent nucleotide halogenase AdaV. However, the limited substrate scope of this enzyme hampers its broader applications. In this study, we report two halogenases capable of halogenating 2'-deoxyguanosine monophosphate (dGMP), thereby expanding the family of nucleotide halogenases. Computational studies reveal that nucleotide specificity is regulated by the binding pose of the phosphate group. Based on these findings, we successfully engineered the substrate specificity of these halogenases by mutating second-sphere residues. This work expands the toolbox of nucleotide halogenases and provides insights into the regulation mechanism of nucleotide specificity.
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Affiliation(s)
- Jie Ni
- Warshel Institute for Computational Biology, School of Medicine, The Chinese University of Hong Kong, Shenzhen, 518172, Guangdong, China
| | - Jingyuan Zhuang
- Warshel Institute for Computational Biology, School of Medicine, The Chinese University of Hong Kong, Shenzhen, 518172, Guangdong, China
| | - Yiming Shi
- Warshel Institute for Computational Biology, School of Medicine, The Chinese University of Hong Kong, Shenzhen, 518172, Guangdong, China
| | - Ying-Chih Chiang
- Kobilka Institute of Innovative Drug Discovery, School of Medicine, The Chinese University of Hong Kong, Shenzhen, 518172, Guangdong, China
| | - Gui-Juan Cheng
- Warshel Institute for Computational Biology, School of Medicine, The Chinese University of Hong Kong, Shenzhen, 518172, Guangdong, China.
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Dai L, Li H, Dai S, Zhang Q, Zheng H, Hu Y, Guo RT, Chen CC. Structural and functional insights into the self-sufficient flavin-dependent halogenase. Int J Biol Macromol 2024; 260:129312. [PMID: 38216020 DOI: 10.1016/j.ijbiomac.2024.129312] [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: 10/14/2023] [Revised: 12/27/2023] [Accepted: 01/05/2024] [Indexed: 01/14/2024]
Abstract
Flavin-dependent halogenases (FDHs) have tremendous applications in synthetic chemistry. A single-component FDH, AetF, exhibits both halogenase and reductase activities in a continuous polypeptide chain. AetF exhibits broad substrate promiscuity and catalyzes the two-step bromination of l-tryptophan (l-Trp) to produce 5-bromotryptophan (5-Br-Trp) and 5,7-dibromo-l-tryptophan (5,7-di-Br-Trp). To elucidate the mechanism of action of AetF, we solved its crystal structure in complex with FAD, FAD/NADP+, FAD/l-Trp, and FAD/5-Br-Trp at resolutions of 1.92-2.23 Å. The obtained crystal structures depict the unprecedented topology of single-component FDH. Structural analysis revealed that the substrate flexibility and dibromination capability of AetF could be attributed to its spacious substrate-binding pocket. In addition, highly-regulated interaction networks between the substrate-recognizing residues and 5-Br-Trp are crucial for the dibromination activity of AetF. Several Ala variants underwent monobromination with >98 % C5-regioselectivity toward l-Trp. These results reveal the catalytic mechanism of single-component FDH for the first time and contribute to efficient FDH protein engineering for biocatalytic halogenation.
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Affiliation(s)
- Longhai Dai
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Hongshan Laboratory, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences, Hubei University, Wuhan 430062, PR China
| | - Hao Li
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Hongshan Laboratory, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences, Hubei University, Wuhan 430062, PR China
| | - Si Dai
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Hongshan Laboratory, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences, Hubei University, Wuhan 430062, PR China
| | - Qishan Zhang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Hongshan Laboratory, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences, Hubei University, Wuhan 430062, PR China
| | - Haibin Zheng
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Hongshan Laboratory, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences, Hubei University, Wuhan 430062, PR China
| | - Yumei Hu
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Hongshan Laboratory, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences, Hubei University, Wuhan 430062, PR China
| | - Rey-Ting Guo
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Hongshan Laboratory, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences, Hubei University, Wuhan 430062, PR China; Department of Immunology and Pathogen Biology, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, PR China.
| | - Chun-Chi Chen
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Hongshan Laboratory, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences, Hubei University, Wuhan 430062, PR China; Department of Immunology and Pathogen Biology, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, PR China.
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6
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Wang B, Lu Y, Cha L, Chen TY, Palacios PM, Li L, Guo Y, Chang WC, Chen C. Repurposing Iron- and 2-Oxoglutarate-Dependent Oxygenases to Catalyze Olefin Hydration. Angew Chem Int Ed Engl 2023; 62:e202311099. [PMID: 37639670 PMCID: PMC10592062 DOI: 10.1002/anie.202311099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 08/25/2023] [Accepted: 08/28/2023] [Indexed: 08/31/2023]
Abstract
Mononuclear nonheme iron(II) and 2-oxoglutarate (Fe/2OG)-dependent oxygenases and halogenases are known to catalyze a diverse set of oxidative reactions, including hydroxylation, halogenation, epoxidation, and desaturation in primary metabolism and natural product maturation. However, their use in abiotic transformations has mainly been limited to C-H oxidation. Herein, we show that various enzymes of this family, when reconstituted with Fe(II) or Fe(III), can catalyze Mukaiyama hydration-a redox neutral transformation. Distinct from the native reactions of the Fe/2OG enzymes, wherein oxygen atom transfer (OAT) catalyzed by an iron-oxo species is involved, this nonnative transformation proceeds through a hydrogen atom transfer (HAT) pathway in a 2OG-independent manner. Additionally, in contrast to conventional inorganic catalysts, wherein a dinuclear iron species is responsible for HAT, the Fe/2OG enzymes exploit a mononuclear iron center to support this reaction. Collectively, our work demonstrates that Fe/2OG enzymes have utility in catalysis beyond the current scope of catalytic oxidation.
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Affiliation(s)
- Bingnan Wang
- Department of Biochemistry, UT Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75390, USA
| | - Yong Lu
- Department of Biochemistry, UT Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75390, USA
| | - Lide Cha
- Department of Chemistry, NC State University, 2620 Yarbrough Drive, Raleigh, NC 27695, USA
| | - Tzu-Yu Chen
- Department of Chemistry, NC State University, 2620 Yarbrough Drive, Raleigh, NC 27695, USA
| | - Philip M Palacios
- Department of Chemistry, Carnegie Mellon University, 4400 Fifth Avenue, Pittsburgh, PA 15213, USA
| | - Liping Li
- Department of Biochemistry, UT Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75390, USA
| | - Yisong Guo
- Department of Chemistry, Carnegie Mellon University, 4400 Fifth Avenue, Pittsburgh, PA 15213, USA
| | - Wei-Chen Chang
- Department of Chemistry, NC State University, 2620 Yarbrough Drive, Raleigh, NC 27695, USA
| | - Chuo Chen
- Department of Biochemistry, UT Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75390, USA
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7
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Smithwick ER, Wilson RH, Chatterjee S, Pu Y, Dalluge JJ, Damodaran AR, Bhagi-Damodaran A. Electrostatically regulated active site assembly governs reactivity in non-heme iron halogenases. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.25.542349. [PMID: 37292651 PMCID: PMC10245910 DOI: 10.1101/2023.05.25.542349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Non-heme iron halogenases (NHFe-Hals) catalyze the direct insertion of a chloride/bromide ion at an unactivated carbon position using a high-valent haloferryl intermediate. Despite more than a decade of structural and mechanistic characterization, how NHFe-Hals preferentially bind specific anions and substrates for C-H functionalization remains unknown. Herein, using lysine halogenating BesD and HalB enzymes as model systems, we demonstrate strong positive cooperativity between anion and substrate binding to the catalytic pocket. Detailed computational investigations indicate that a negatively charged glutamate hydrogen-bonded to iron's equatorial-aqua ligand acts as an electrostatic lock preventing both lysine and anion binding in the absence of the other. Using a combination of UV-Vis spectroscopy, binding affinity studies, stopped-flow kinetics investigations, and biochemical assays, we explore the implication of such active site assembly towards chlorination, bromination, and azidation reactivities. Overall, our work highlights previously unknown features regarding how anion-substrate pair binding govern reactivity of iron halogenases that are crucial for engineering next-generation C-H functionalization biocatalysts.
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Affiliation(s)
- Elizabeth R. Smithwick
- Department of Chemistry, University of Minnesota, Twin Cities, Minneapolis, MN 55455, USA
| | - R. Hunter Wilson
- Department of Chemistry, University of Minnesota, Twin Cities, Minneapolis, MN 55455, USA
| | - Sourav Chatterjee
- Department of Chemistry, University of Minnesota, Twin Cities, Minneapolis, MN 55455, USA
| | - Yu Pu
- Department of Chemistry, University of Minnesota, Twin Cities, Minneapolis, MN 55455, USA
| | - Joseph J. Dalluge
- Department of Chemistry, University of Minnesota, Twin Cities, Minneapolis, MN 55455, USA
| | - Anoop Rama Damodaran
- Department of Chemistry, University of Minnesota, Twin Cities, Minneapolis, MN 55455, USA
| | - Ambika Bhagi-Damodaran
- Department of Chemistry, University of Minnesota, Twin Cities, Minneapolis, MN 55455, USA
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8
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Zhai G, Gong R, Lin Y, Zhang M, Li J, Deng Z, Sun J, Chen W, Zhang Z. Structural Insight into the Catalytic Mechanism of Non-Heme Iron Halogenase AdaV in 2′-Chloropentostatin Biosynthesis. ACS Catal 2022; 12:13910-13920. [DOI: 10.1021/acscatal.2c04608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Guoqing Zhai
- Department of Endocrinology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Rong Gong
- Department of Endocrinology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Yaxin Lin
- Department of Endocrinology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Meng Zhang
- Department of Endocrinology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Jiahui Li
- Department of Endocrinology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Zixin Deng
- Department of Endocrinology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Jiazhong Sun
- Department of Endocrinology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Wenqing Chen
- Department of Endocrinology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
- Abichem Biotech Joint Center for Pharmaceutical Innovation, Wuhan University, Wuhan 430071, China
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
| | - Zhengyu Zhang
- Department of Endocrinology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
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9
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Pentostatin Biosynthesis Pathway Elucidation and Its Application. FERMENTATION 2022. [DOI: 10.3390/fermentation8090459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Pentostatin (PNT), a nucleoside antibiotic with a 1,3-diazo ring structure, is distributed in several actinomycetes and fungi species. Its special structure makes PNT possess a wide spectrum of biological and pharmacological properties, such as antibacterial, antitrypanosomal, anticancer, antiviral, herbicidal, insecticidal, and immunomodulatory effects. Because of the promising adenosine deaminase inhibitory activity of PNT, its extensive application in the clinical treatment of malignant tumors has been extensively studied. However, the fermentation level of microbial-derived PNT is low and cannot meet medical needs. Because the biosynthesis pathway of PNT is obscure, only high-yield mutant screening and optimization of medium components and fermentation processes have been conducted for enhancing its production. Recently, the biosynthesis pathways of PNT in actinomycetes and fungi hosts have been revealed successively, and the large-scale production of PNT by systematic metabolic engineering will become an inevitable trend. Therefore, this review covers all aspects of PNT research, in which major advances in understanding the resource microorganisms, mechanism of action, and biosynthesis pathway of PNT were achieved and diverse clinical applications of PNT were emphasized, and it will lay the foundation for commercial transformation and industrial technology of PNT based on systematic metabolic engineering.
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10
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Wilson RH, Chatterjee S, Smithwick ER, Dalluge JJ, Bhagi-Damodaran A. Role of Secondary Coordination Sphere Residues in Halogenation Catalysis of Non-heme Iron Enzymes. ACS Catal 2022. [DOI: 10.1021/acscatal.2c00954] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- R. Hunter Wilson
- Department of Chemistry, University of Minnesota, Twin Cities, Minneapolis, Minnesota 55455, United States
| | - Sourav Chatterjee
- Department of Chemistry, University of Minnesota, Twin Cities, Minneapolis, Minnesota 55455, United States
| | - Elizabeth R. Smithwick
- Department of Chemistry, University of Minnesota, Twin Cities, Minneapolis, Minnesota 55455, United States
| | - Joseph J. Dalluge
- Department of Chemistry, University of Minnesota, Twin Cities, Minneapolis, Minnesota 55455, United States
| | - Ambika Bhagi-Damodaran
- Department of Chemistry, University of Minnesota, Twin Cities, Minneapolis, Minnesota 55455, United States
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11
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Wang J, Pang X, Chen C, Gao C, Zhou X, Liu Y, Luo X. Chemistry, Biosynthesis, and Biological Activity of Halogenated Compounds Produced by Marine Microorganisms. CHINESE J CHEM 2022. [DOI: 10.1002/cjoc.202200064] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Jiamin Wang
- CAS Key Laboratory of Tropical Marine Bio‐resources and Ecology/Guangdong Key Laboratory of Marine Materia Medica, South China Sea Institute of Oceanology Chinese Academy of Sciences Guangzhou 510301 China
- University of Chinese Academy of Sciences 19 Yuquan Road Beijing 100049 China
| | - Xiaoyan Pang
- CAS Key Laboratory of Tropical Marine Bio‐resources and Ecology/Guangdong Key Laboratory of Marine Materia Medica, South China Sea Institute of Oceanology Chinese Academy of Sciences Guangzhou 510301 China
| | - Chunmei Chen
- CAS Key Laboratory of Tropical Marine Bio‐resources and Ecology/Guangdong Key Laboratory of Marine Materia Medica, South China Sea Institute of Oceanology Chinese Academy of Sciences Guangzhou 510301 China
- University of Chinese Academy of Sciences 19 Yuquan Road Beijing 100049 China
| | - Chenghai Gao
- Institute of Marine Drugs Guangxi University of Chinese Medicine Nanning 530200 China
| | - Xuefeng Zhou
- CAS Key Laboratory of Tropical Marine Bio‐resources and Ecology/Guangdong Key Laboratory of Marine Materia Medica, South China Sea Institute of Oceanology Chinese Academy of Sciences Guangzhou 510301 China
- Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou 511458 China
- University of Chinese Academy of Sciences 19 Yuquan Road Beijing 100049 China
| | - Yonghong Liu
- CAS Key Laboratory of Tropical Marine Bio‐resources and Ecology/Guangdong Key Laboratory of Marine Materia Medica, South China Sea Institute of Oceanology Chinese Academy of Sciences Guangzhou 510301 China
- Institute of Marine Drugs Guangxi University of Chinese Medicine Nanning 530200 China
- Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou 511458 China
- University of Chinese Academy of Sciences 19 Yuquan Road Beijing 100049 China
| | - Xiaowei Luo
- Institute of Marine Drugs Guangxi University of Chinese Medicine Nanning 530200 China
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12
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Büchler J, Malca SH, Patsch D, Voss M, Turner NJ, Bornscheuer UT, Allemann O, Le Chapelain C, Lumbroso A, Loiseleur O, Buller R. Algorithm-aided engineering of aliphatic halogenase WelO5* for the asymmetric late-stage functionalization of soraphens. Nat Commun 2022; 13:371. [PMID: 35042883 PMCID: PMC8766452 DOI: 10.1038/s41467-022-27999-1] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 12/17/2021] [Indexed: 02/08/2023] Open
Abstract
Late-stage functionalization of natural products offers an elegant route to create novel entities in a relevant biological target space. In this context, enzymes capable of halogenating sp3 carbons with high stereo- and regiocontrol under benign conditions have attracted particular attention. Enabled by a combination of smart library design and machine learning, we engineer the iron/α-ketoglutarate dependent halogenase WelO5* for the late-stage functionalization of the complex and chemically difficult to derivatize macrolides soraphen A and C, potent anti-fungal agents. While the wild type enzyme WelO5* does not accept the macrolide substrates, our engineering strategy leads to active halogenase variants and improves upon their apparent kcat and total turnover number by more than 90-fold and 300-fold, respectively. Notably, our machine-learning guided engineering approach is capable of predicting more active variants and allows us to switch the regio-selectivity of the halogenases facilitating the targeted analysis of the derivatized macrolides’ structure-function activity in biological assays. The late-stage functionalization of unactivated carbon–hydrogen bonds is a difficult but important task, which has been met with promising but limited success through synthetic organic chemistry. Here the authors use machine learning to engineer WelO5* halogenase variants, which led to regioselective chlorination of inert C–H bonds on a representative polyketide that is a non-natural substrate for the enzyme.
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Affiliation(s)
- Johannes Büchler
- Competence Center for Biocatalysis, Institute of Chemistry and Biotechnology, Zurich University of Applied Sciences, Einsiedlerstrasse 31, 8820, Wädenswil, Switzerland.,School of Chemistry, The University of Manchester, Manchester Institute of Biotechnology, Manchester, M1 7DN, United Kingdom
| | - Sumire Honda Malca
- Competence Center for Biocatalysis, Institute of Chemistry and Biotechnology, Zurich University of Applied Sciences, Einsiedlerstrasse 31, 8820, Wädenswil, Switzerland
| | - David Patsch
- Competence Center for Biocatalysis, Institute of Chemistry and Biotechnology, Zurich University of Applied Sciences, Einsiedlerstrasse 31, 8820, Wädenswil, Switzerland.,Institute of Biochemistry, Dept. of Biotechnology & Enzyme Catalysis, Greifswald University, Felix-Hausdorff-Strasse 4, 17487, Greifswald, Germany
| | - Moritz Voss
- Competence Center for Biocatalysis, Institute of Chemistry and Biotechnology, Zurich University of Applied Sciences, Einsiedlerstrasse 31, 8820, Wädenswil, Switzerland
| | - Nicholas J Turner
- School of Chemistry, The University of Manchester, Manchester Institute of Biotechnology, Manchester, M1 7DN, United Kingdom
| | - Uwe T Bornscheuer
- Institute of Biochemistry, Dept. of Biotechnology & Enzyme Catalysis, Greifswald University, Felix-Hausdorff-Strasse 4, 17487, Greifswald, Germany
| | - Oliver Allemann
- Syngenta Crop Protection AG, Schaffhauserstrasse 101, 4332, Stein, Switzerland.,Idorsia Pharmaceuticals Ltd, Hegenheimermattweg 91, 4123, Allschwil, Switzerland
| | | | - Alexandre Lumbroso
- Syngenta Crop Protection AG, Schaffhauserstrasse 101, 4332, Stein, Switzerland
| | - Olivier Loiseleur
- Syngenta Crop Protection AG, Schaffhauserstrasse 101, 4332, Stein, Switzerland.
| | - Rebecca Buller
- Competence Center for Biocatalysis, Institute of Chemistry and Biotechnology, Zurich University of Applied Sciences, Einsiedlerstrasse 31, 8820, Wädenswil, Switzerland.
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13
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Neugebauer ME, Kissman EN, Marchand JA, Pelton JG, Sambold NA, Millar DC, Chang MCY. Reaction pathway engineering converts a radical hydroxylase into a halogenase. Nat Chem Biol 2021; 18:171-179. [PMID: 34937913 DOI: 10.1038/s41589-021-00944-x] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 10/27/2021] [Indexed: 12/16/2022]
Abstract
FeII/α-ketoglutarate (FeII/αKG)-dependent enzymes offer a promising biocatalytic platform for halogenation chemistry owing to their ability to functionalize unactivated C-H bonds. However, relatively few radical halogenases have been identified to date, limiting their synthetic utility. Here, we report a strategy to expand the palette of enzymatic halogenation by engineering a reaction pathway rather than substrate selectivity. This approach could allow us to tap the broader class of FeII/αKG-dependent hydroxylases as catalysts by their conversion to halogenases. Toward this goal, we discovered active halogenases from a DNA shuffle library generated from a halogenase-hydroxylase pair using a high-throughput in vivo fluorescent screen coupled to an alkyne-producing biosynthetic pathway. Insights from sequencing halogenation-active variants along with the crystal structure of the hydroxylase enabled engineering of a hydroxylase to perform halogenation with comparable activity and higher selectivity than the wild-type halogenase, showcasing the potential of harnessing hydroxylases for biocatalytic halogenation.
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Affiliation(s)
- Monica E Neugebauer
- Department of Chemical & Biomolecular Engineering, University of California, Berkeley, Berkeley, CA, USA
| | - Elijah N Kissman
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, USA
| | - Jorge A Marchand
- Department of Chemical & Biomolecular Engineering, University of California, Berkeley, Berkeley, CA, USA
| | - Jeffrey G Pelton
- QB3 Institute, University of California, Berkeley, Berkeley, CA, USA
| | - Nicholas A Sambold
- Department of Molecular & Cell Biology, University of California, Berkeley, Berkeley, CA, USA
| | - Douglas C Millar
- Department of Chemical & Biomolecular Engineering, University of California, Berkeley, Berkeley, CA, USA
| | - Michelle C Y Chang
- Department of Chemical & Biomolecular Engineering, University of California, Berkeley, Berkeley, CA, USA. .,Department of Chemistry, University of California, Berkeley, Berkeley, CA, USA. .,Department of Molecular & Cell Biology, University of California, Berkeley, Berkeley, CA, USA.
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14
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Crowe C, Molyneux S, Sharma SV, Zhang Y, Gkotsi DS, Connaris H, Goss RJM. Halogenases: a palette of emerging opportunities for synthetic biology-synthetic chemistry and C-H functionalisation. Chem Soc Rev 2021; 50:9443-9481. [PMID: 34368824 PMCID: PMC8407142 DOI: 10.1039/d0cs01551b] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Indexed: 12/14/2022]
Abstract
The enzymatic generation of carbon-halogen bonds is a powerful strategy used by both nature and synthetic chemists to tune the bioactivity, bioavailability and reactivity of compounds, opening up the opportunity for selective C-H functionalisation. Genes encoding halogenase enzymes have recently been shown to transcend all kingdoms of life. These enzymes install halogen atoms into aromatic and less activated aliphatic substrates, achieving selectivities that are often challenging to accomplish using synthetic methodologies. Significant advances in both halogenase discovery and engineering have provided a toolbox of enzymes, enabling the ready use of these catalysts in biotransformations, synthetic biology, and in combination with chemical catalysis to enable late stage C-H functionalisation. With a focus on substrate scope, this review outlines the mechanisms employed by the major classes of halogenases, while in parallel, it highlights key advances in the utilisation of the combination of enzymatic halogenation and chemical catalysis for C-H activation and diversification.
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Affiliation(s)
- Charlotte Crowe
- School of Chemistry, and BSRC, University of St Andrews, North HaughSt Andrews KY16 9STUK
| | - Samuel Molyneux
- School of Chemistry, and BSRC, University of St Andrews, North HaughSt Andrews KY16 9STUK
| | - Sunil V. Sharma
- School of Chemistry, and BSRC, University of St Andrews, North HaughSt Andrews KY16 9STUK
| | - Ying Zhang
- School of Chemistry, and BSRC, University of St Andrews, North HaughSt Andrews KY16 9STUK
| | - Danai S. Gkotsi
- School of Chemistry, and BSRC, University of St Andrews, North HaughSt Andrews KY16 9STUK
| | - Helen Connaris
- School of Chemistry, and BSRC, University of St Andrews, North HaughSt Andrews KY16 9STUK
| | - Rebecca J. M. Goss
- School of Chemistry, and BSRC, University of St Andrews, North HaughSt Andrews KY16 9STUK
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15
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Hall M. Enzymatic strategies for asymmetric synthesis. RSC Chem Biol 2021; 2:958-989. [PMID: 34458820 PMCID: PMC8341948 DOI: 10.1039/d1cb00080b] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 05/28/2021] [Indexed: 12/13/2022] Open
Abstract
Enzymes, at the turn of the 21st century, are gaining a momentum. Especially in the field of synthetic organic chemistry, a broad variety of biocatalysts are being applied in an increasing number of processes running at up to industrial scale. In addition to the advantages of employing enzymes under environmentally friendly reaction conditions, synthetic chemists are recognizing the value of enzymes connected to the exquisite selectivity of these natural (or engineered) catalysts. The use of hydrolases in enantioselective protocols paved the way to the application of enzymes in asymmetric synthesis, in particular in the context of biocatalytic (dynamic) kinetic resolutions. After two decades of impressive development, the field is now mature to propose a panel of catalytically diverse enzymes for (i) stereoselective reactions with prochiral compounds, such as double bond reduction and bond forming reactions, (ii) formal enantioselective replacement of one of two enantiotopic groups of prochiral substrates, as well as (iii) atroposelective reactions with noncentrally chiral compounds. In this review, the major enzymatic strategies broadly applicable in the asymmetric synthesis of optically pure chiral compounds are presented, with a focus on the reactions developed within the past decade.
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Affiliation(s)
- Mélanie Hall
- Institute of Chemistry, University of Graz Heinrichstrasse 28 8010 Graz Austria
- Field of Excellence BioHealth - University of Graz Austria
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16
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Romero E, Jones BS, Hogg BN, Rué Casamajo A, Hayes MA, Flitsch SL, Turner NJ, Schnepel C. Enzymkatalysierte späte Modifizierungen: Besser spät als nie. ANGEWANDTE CHEMIE (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2021; 133:16962-16993. [PMID: 38505660 PMCID: PMC10946893 DOI: 10.1002/ange.202014931] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Revised: 01/15/2021] [Indexed: 03/21/2024]
Abstract
AbstractDie Enzymkatalyse gewinnt zunehmend an Bedeutung in der Synthesechemie. Die durch Bioinformatik und Enzym‐Engineering stetig wachsende Zahl von Biokatalysatoren eröffnet eine große Vielfalt selektiver Reaktionen. Insbesondere für späte Funktionalisierungsreaktionen ist die Biokatalyse ein geeignetes Werkzeug, das oftmals der konventionellen De‐novo‐Synthese überlegen ist. Enzyme haben sich als nützlich erwiesen, um funktionelle Gruppen direkt in komplexe Molekülgerüste einzuführen sowie für die rasche Diversifizierung von Substanzbibliotheken. Biokatalytische Oxyfunktionalisierungen, Halogenierungen, Methylierungen, Reduktionen und Amidierungen sind von besonderem Interesse, da diese Strukturmotive häufig in Pharmazeutika vertreten sind. Dieser Aufsatz gibt einen Überblick über die Stärken und Schwächen der enzymkatalysierten späten Modifizierungen durch native und optimierte Enzyme in der Synthesechemie. Ebenso werden wichtige Beispiele in der Wirkstoffentwicklung hervorgehoben.
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Affiliation(s)
- Elvira Romero
- Compound Synthesis and ManagementDiscovery Sciences, BioPharmaceuticals R&DAstraZenecaGötheborgSchweden
| | - Bethan S. Jones
- School of ChemistryThe University of ManchesterManchester Institute of Biotechnology131 Princess StreetManchesterM1 7DNVereinigtes Königreich
| | - Bethany N. Hogg
- School of ChemistryThe University of ManchesterManchester Institute of Biotechnology131 Princess StreetManchesterM1 7DNVereinigtes Königreich
| | - Arnau Rué Casamajo
- School of ChemistryThe University of ManchesterManchester Institute of Biotechnology131 Princess StreetManchesterM1 7DNVereinigtes Königreich
| | - Martin A. Hayes
- Compound Synthesis and ManagementDiscovery Sciences, BioPharmaceuticals R&DAstraZenecaGötheborgSchweden
| | - Sabine L. Flitsch
- School of ChemistryThe University of ManchesterManchester Institute of Biotechnology131 Princess StreetManchesterM1 7DNVereinigtes Königreich
| | - Nicholas J. Turner
- School of ChemistryThe University of ManchesterManchester Institute of Biotechnology131 Princess StreetManchesterM1 7DNVereinigtes Königreich
| | - Christian Schnepel
- School of ChemistryThe University of ManchesterManchester Institute of Biotechnology131 Princess StreetManchesterM1 7DNVereinigtes Königreich
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17
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Romero E, Jones BS, Hogg BN, Rué Casamajo A, Hayes MA, Flitsch SL, Turner NJ, Schnepel C. Enzymatic Late-Stage Modifications: Better Late Than Never. Angew Chem Int Ed Engl 2021; 60:16824-16855. [PMID: 33453143 PMCID: PMC8359417 DOI: 10.1002/anie.202014931] [Citation(s) in RCA: 72] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Revised: 01/15/2021] [Indexed: 12/16/2022]
Abstract
Enzyme catalysis is gaining increasing importance in synthetic chemistry. Nowadays, the growing number of biocatalysts accessible by means of bioinformatics and enzyme engineering opens up an immense variety of selective reactions. Biocatalysis especially provides excellent opportunities for late-stage modification often superior to conventional de novo synthesis. Enzymes have proven to be useful for direct introduction of functional groups into complex scaffolds, as well as for rapid diversification of compound libraries. Particularly important and highly topical are enzyme-catalysed oxyfunctionalisations, halogenations, methylations, reductions, and amide bond formations due to the high prevalence of these motifs in pharmaceuticals. This Review gives an overview of the strengths and limitations of enzymatic late-stage modifications using native and engineered enzymes in synthesis while focusing on important examples in drug development.
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Affiliation(s)
- Elvira Romero
- Compound Synthesis and ManagementDiscovery Sciences, BioPharmaceuticals R&DAstraZenecaGothenburgSweden
| | - Bethan S. Jones
- School of ChemistryThe University of ManchesterManchester Institute of Biotechnology131 Princess StreetManchesterM1 7DNUnited Kingdom
| | - Bethany N. Hogg
- School of ChemistryThe University of ManchesterManchester Institute of Biotechnology131 Princess StreetManchesterM1 7DNUnited Kingdom
| | - Arnau Rué Casamajo
- School of ChemistryThe University of ManchesterManchester Institute of Biotechnology131 Princess StreetManchesterM1 7DNUnited Kingdom
| | - Martin A. Hayes
- Compound Synthesis and ManagementDiscovery Sciences, BioPharmaceuticals R&DAstraZenecaGothenburgSweden
| | - Sabine L. Flitsch
- School of ChemistryThe University of ManchesterManchester Institute of Biotechnology131 Princess StreetManchesterM1 7DNUnited Kingdom
| | - Nicholas J. Turner
- School of ChemistryThe University of ManchesterManchester Institute of Biotechnology131 Princess StreetManchesterM1 7DNUnited Kingdom
| | - Christian Schnepel
- School of ChemistryThe University of ManchesterManchester Institute of Biotechnology131 Princess StreetManchesterM1 7DNUnited Kingdom
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18
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Menon BRK, Richmond D, Menon N. Halogenases for biosynthetic pathway engineering: Toward new routes to naturals and non-naturals. CATALYSIS REVIEWS-SCIENCE AND ENGINEERING 2020. [DOI: 10.1080/01614940.2020.1823788] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Binuraj R. K. Menon
- Warwick Integrative Synthetic Biology Centre, School of Life Sciences, University of Warwick, Coventry, UK
| | - Daniel Richmond
- Warwick Integrative Synthetic Biology Centre, School of Life Sciences, University of Warwick, Coventry, UK
| | - Navya Menon
- Warwick Integrative Synthetic Biology Centre, School of Life Sciences, University of Warwick, Coventry, UK
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