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Maxel S, Saleh S, King E, Aspacio D, Zhang L, Luo R, Li H. Growth-Based, High-Throughput Selection for NADH Preference in an Oxygen-Dependent Biocatalyst. ACS Synth Biol 2021; 10:2359-2370. [PMID: 34469126 PMCID: PMC10362907 DOI: 10.1021/acssynbio.1c00258] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Cyclohexanone monooxygenases (CHMO) consume molecular oxygen and NADPH to catalyze the valuable oxidation of cyclic ketones. However, CHMO usage is restricted by poor stability and stringent specificity for NADPH. Efforts to engineer CHMO have been limited by the sensitivity of the enzyme to perturbations in conformational dynamics and long-range interactions that cannot be predicted. We demonstrate an aerobic, high-throughput growth selection platform in Escherichia coli for oxygenase evolution based on NADH redox balance. We applied this NADH-dependent selection to alter the cofactor specificity of CHMO to accept NADH, a less expensive cofactor than NADPH. We first identified the variant CHMO DTNP (S208D-K326T-K349N-L143P) with a ∼1200-fold relative cofactor specificity switch from NADPH to NADH compared to the wild type through semirational design. Molecular modeling suggests CHMO DTNP activity is driven by cooperative fine-tuning of cofactor contacts. Additional evolution of CHMO DTNP through random mutagenesis yielded the variant CHMO DTNPY with a ∼2900-fold relative specificity switch compared to the wild type afforded by an additional distal mutation, H163Y. These results highlight the difficulty in engineering functionally innovative variants from static models and rational designs, and the need for high throughput selection methods. Our introduced tools for oxygenase engineering accelerate the advancements of characteristics essential for industrial feasibility.
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Affiliation(s)
- Sarah Maxel
- Departments of Chemical and Biomolecular Engineering, University of California, Irvine, California 92697, United States
| | - Samer Saleh
- Departments of Chemical and Biomolecular Engineering, University of California, Irvine, California 92697, United States
| | - Edward King
- Molecular Biology and Biochemistry, University of California, Irvine, California 92697, United States
| | - Derek Aspacio
- Departments of Chemical and Biomolecular Engineering, University of California, Irvine, California 92697, United States
| | - Linyue Zhang
- Departments of Chemical and Biomolecular Engineering, University of California, Irvine, California 92697, United States
| | - Ray Luo
- Departments of Chemical and Biomolecular Engineering, University of California, Irvine, California 92697, United States
- Molecular Biology and Biochemistry, University of California, Irvine, California 92697, United States
- Biomedical Engineering, University of California, Irvine, California 92697, United States
| | - Han Li
- Departments of Chemical and Biomolecular Engineering, University of California, Irvine, California 92697, United States
- Biomedical Engineering, University of California, Irvine, California 92697, United States
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Zachos I, Döring M, Tafertshofer G, Simon RC, Sieber V. carba‐Nicotinamid‐Adenin‐Dinukleotid‐Phosphat: Robuster Cofaktor für die Redox‐Biokatalyse. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202017027] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Affiliation(s)
- Ioannis Zachos
- Lehrstuhl für Chemie der biogenen Rohstoffe Campus Straubing für Biotechnologie und Nachhaltigkeit Technische Universität München Schulgasse 16 94315 Straubing Deutschland
| | - Manuel Döring
- Lehrstuhl für Chemie der biogenen Rohstoffe Campus Straubing für Biotechnologie und Nachhaltigkeit Technische Universität München Schulgasse 16 94315 Straubing Deutschland
- Synbiofoundry@TUM Technische Universität München Schulgasse 22 94315 Straubing Deutschland
| | - Georg Tafertshofer
- Roche Diagnostics GmbH DOZCBE.-6164 Nonnenwald 2 82377 Penzberg Deutschland
| | - Robert C. Simon
- Roche Diagnostics GmbH DOZCBE.-6164 Nonnenwald 2 82377 Penzberg Deutschland
| | - Volker Sieber
- Lehrstuhl für Chemie der biogenen Rohstoffe Campus Straubing für Biotechnologie und Nachhaltigkeit Technische Universität München Schulgasse 16 94315 Straubing Deutschland
- Synbiofoundry@TUM Technische Universität München Schulgasse 22 94315 Straubing Deutschland
- Katalytisches Forschungszentrum Technische Universität München Ernst-Otto-Fischer-Straße 1 85748 Garching Deutschland
- School of Chemistry and Molecular Biosciences The University of Queensland 68 Copper Road St. Lucia 4072 Australien
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3
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Zachos I, Döring M, Tafertshofer G, Simon RC, Sieber V. carba Nicotinamide Adenine Dinucleotide Phosphate: Robust Cofactor for Redox Biocatalysis. Angew Chem Int Ed Engl 2021; 60:14701-14706. [PMID: 33719153 PMCID: PMC8252718 DOI: 10.1002/anie.202017027] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 02/22/2021] [Indexed: 12/21/2022]
Abstract
Here we report a new robust nicotinamide dinucleotide phosphate cofactor analog (carba-NADP+ ) and its acceptance by many enzymes in the class of oxidoreductases. Replacing one ribose oxygen with a methylene group of the natural NADP+ was found to enhance stability dramatically. Decomposition experiments at moderate and high temperatures with the cofactors showed a drastic increase in half-life time at elevated temperatures since it significantly disfavors hydrolysis of the pyridinium-N-glycoside bond. Overall, more than 27 different oxidoreductases were successfully tested, and a thorough analytical characterization and comparison is given. The cofactor carba-NADP+ opens up the field of redox-biocatalysis under harsh conditions.
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Affiliation(s)
- Ioannis Zachos
- Chair of Chemistry of Biogenic ResourcesCampus Straubing for Biotechnology and SustainabilityTechnical University of MunichSchulgasse 1694315StraubingGermany
| | - Manuel Döring
- Chair of Chemistry of Biogenic ResourcesCampus Straubing for Biotechnology and SustainabilityTechnical University of MunichSchulgasse 1694315StraubingGermany
- Synbiofoundry@TUMTechnical University of MunichSchulgasse 2294315StraubingGermany
| | | | - Robert C. Simon
- Roche Diagnostics GmbHDOZCBE.-6164Nonnenwald 282377PenzbergGermany
| | - Volker Sieber
- Chair of Chemistry of Biogenic ResourcesCampus Straubing for Biotechnology and SustainabilityTechnical University of MunichSchulgasse 1694315StraubingGermany
- Synbiofoundry@TUMTechnical University of MunichSchulgasse 2294315StraubingGermany
- Catalytic Research CenterTechnical University of MunichErnst-Otto-Fischer-Strasse 185748GarchingGermany
- School of Chemistry and Molecular BiosciencesThe University of Queensland68 Copper RoadSt. Lucia4072Australia
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Gmelch TJ, Sperl JM, Sieber V. Molecular Dynamics Analysis of a Rationally Designed Aldehyde Dehydrogenase Gives Insights into Improved Activity for the Non-Native Cofactor NAD .. ACS Synth Biol 2020; 9:920-929. [PMID: 32208678 DOI: 10.1021/acssynbio.9b00527] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The aldehyde dehydrogenase from Thermoplasma acidophilum was previously implemented as a key enzyme in a synthetic cell-free reaction cascade for the production of alcohols. In order to engineer the enzyme's cofactor specificity from NADP+ to NAD+, we identified selectivity-determining residues with the CSR-SALAD tool and investigated further positions based on the crystal structure. Stepwise combination of the initially discovered six point mutations allowed us to monitor the cross effects of each mutation, resulting in a final variant with reduced KM for the non-native cofactor NAD+ (from 18 to 0.6 mM) and an increased activity for the desired substrate d-glyceraldehyde (from 0.4 to 1.5 U/mg). Saturation mutagenesis of the residues at the entrance of the substrate pocket could eliminate substrate inhibition. Molecular dynamics simulations showed a significant gain of flexibility at the cofactor binding site for the final variant. The concomitant increase in stability against isobutanol and only a minor reduction in its temperature stability render the final variant a promising candidate for future optimization of our synthetic cell-free enzymatic cascade.
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Affiliation(s)
- Tobias J. Gmelch
- Chair of Chemistry of Biogenic Resources, Technical University of Munich, Campus Straubing for Biotechnology and Sustainability, Schulgasse 16, D-94315 Straubing, Germany
| | - Josef M. Sperl
- Chair of Chemistry of Biogenic Resources, Technical University of Munich, Campus Straubing for Biotechnology and Sustainability, Schulgasse 16, D-94315 Straubing, Germany
| | - Volker Sieber
- Chair of Chemistry of Biogenic Resources, Technical University of Munich, Campus Straubing for Biotechnology and Sustainability, Schulgasse 16, D-94315 Straubing, Germany
- Catalysis Research Center, Technical University of Munich, Garching 85748, Germany
- Bio-, Electro- and Chemocatalysis (BioCat) Branch, Fraunhofer Institute of Interfacial Biotechnology (IGB), Straubing 94315, Germany
- School of Chemistry and Molecular Biosciences, The University of Queensland, St. Lucia, QLD 4072, Australia
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Hartman MD, Minen RI, Iglesias AA, Figueroa CM. Cofactor Specificity Switch on Peach Glucitol Dehydrogenase. Biochemistry 2019; 58:1287-1294. [PMID: 30726068 DOI: 10.1021/acs.biochem.8b01240] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Most oxidoreductases that use NAD+ or NADP+ to transfer electrons in redox reactions display a strong preference for the cofactor. The catalytic efficiency of peach glucitol dehydrogenase (GolDHase) for NAD+ is 1800-fold higher than that for NADP+. Herein, we combined structural and kinetic data to reverse the cofactor specificity of this enzyme. Using site-saturation mutagenesis, we obtained the D216A mutant, which uses both NAD+ and NADP+, although with different catalytic efficiencies (1000 ± 200 and 170 ± 30 M-1 s-1, respectively). This mutant was used as a template to introduce further mutations by site-directed mutagenesis, using information from the fruit fly NADP-dependent GolDHase. The D216A/V217R/D218S triple mutant displayed a 2-fold higher catalytic efficiency with NADP+ than with NAD+. Overall, our results indicate that the triple mutant has the potential to be used for metabolic and cellular engineering and for cofactor recycling in industrial processes.
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Affiliation(s)
- Matías D Hartman
- Instituto de Agrobiotecnología del Litoral, UNL, CONICET, FBCB , 3000 Santa Fe , Argentina
| | - Romina I Minen
- Instituto de Agrobiotecnología del Litoral, UNL, CONICET, FBCB , 3000 Santa Fe , Argentina
| | - Alberto A Iglesias
- Instituto de Agrobiotecnología del Litoral, UNL, CONICET, FBCB , 3000 Santa Fe , Argentina
| | - Carlos M Figueroa
- Instituto de Agrobiotecnología del Litoral, UNL, CONICET, FBCB , 3000 Santa Fe , Argentina
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Liu J, Li H, Zhao G, Caiyin Q, Qiao J. Redox cofactor engineering in industrial microorganisms: strategies, recent applications and future directions. J Ind Microbiol Biotechnol 2018; 45:313-327. [PMID: 29582241 DOI: 10.1007/s10295-018-2031-7] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Accepted: 03/22/2018] [Indexed: 02/07/2023]
Abstract
NAD and NADP, a pivotal class of cofactors, which function as essential electron donors or acceptors in all biological organisms, drive considerable catabolic and anabolic reactions. Furthermore, they play critical roles in maintaining intracellular redox homeostasis. However, many metabolic engineering efforts in industrial microorganisms towards modification or introduction of metabolic pathways, especially those involving consumption, generation or transformation of NAD/NADP, often induce fluctuations in redox state, which dramatically impede cellular metabolism, resulting in decreased growth performance and biosynthetic capacity. Here, we comprehensively review the cofactor engineering strategies for solving the problematic redox imbalance in metabolism modification, as well as their features, suitabilities and recent applications. Some representative examples of in vitro biocatalysis are also described. In addition, we briefly discuss how tools and methods from the field of synthetic biology can be applied for cofactor engineering. Finally, future directions and challenges for development of cofactor redox engineering are presented.
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Affiliation(s)
- Jiaheng Liu
- Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, 300072, People's Republic of China
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, People's Republic of China
- SynBio Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin, 300072, People's Republic of China
| | - Huiling Li
- Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, 300072, People's Republic of China
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, People's Republic of China
- SynBio Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin, 300072, People's Republic of China
| | - Guangrong Zhao
- Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, 300072, People's Republic of China
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, People's Republic of China
- SynBio Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin, 300072, People's Republic of China
| | - Qinggele Caiyin
- Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, 300072, People's Republic of China
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, People's Republic of China
| | - Jianjun Qiao
- Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, 300072, People's Republic of China.
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, People's Republic of China.
- SynBio Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin, 300072, People's Republic of China.
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7
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Chánique AM, Parra LP. Protein Engineering for Nicotinamide Coenzyme Specificity in Oxidoreductases: Attempts and Challenges. Front Microbiol 2018; 9:194. [PMID: 29491854 PMCID: PMC5817062 DOI: 10.3389/fmicb.2018.00194] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Accepted: 01/29/2018] [Indexed: 01/10/2023] Open
Abstract
Oxidoreductases are ubiquitous enzymes that catalyze an extensive range of chemical reactions with great specificity, efficiency, and selectivity. Most oxidoreductases are nicotinamide cofactor-dependent enzymes with a strong preference for NADP or NAD. Because these coenzymes differ in stability, bioavailability and costs, the enzyme preference for a specific coenzyme is an important issue for practical applications. Different approaches for the manipulation of coenzyme specificity have been reported, with different degrees of success. Here we present various attempts for the switching of nicotinamide coenzyme preference in oxidoreductases by protein engineering. This review covers 103 enzyme engineering studies from 82 articles and evaluates the accomplishments in terms of coenzyme specificity and catalytic efficiency compared to wild type enzymes of different classes. We analyzed different protein engineering strategies and related them with the degree of success in inverting the cofactor specificity. In general, catalytic activity is compromised when coenzyme specificity is reversed, however when switching from NAD to NADP, better results are obtained. In most of the cases, rational strategies were used, predominantly with loop exchange generating the best results. In general, the tendency of removing acidic residues and incorporating basic residues is the strategy of choice when trying to change specificity from NAD to NADP, and vice versa. Computational strategies and algorithms are also covered as helpful tools to guide protein engineering strategies. This mini review aims to give a general introduction to the topic, giving an overview of tools and information to work in protein engineering for the reversal of coenzyme specificity.
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Affiliation(s)
- Andrea M Chánique
- Department of Chemical and Bioprocesses Engineering, School of Engineering, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Loreto P Parra
- Department of Chemical and Bioprocesses Engineering, School of Engineering, Pontificia Universidad Católica de Chile, Santiago, Chile.,Schools of Engineering, Medicine and Biological Sciences, Institute for Biological and Medical Engineering, Pontificia Universidad Católica de Chile, Santiago, Chile
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8
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Bojarra S, Reichert D, Grote M, Baraibar ÁG, Dennig A, Nidetzky B, Mügge C, Kourist R. Bio-based α,ω-Functionalized Hydrocarbons from Multi-step Reaction Sequences with Bio- and Metallo-catalysts Based on the Fatty Acid Decarboxylase OleTJE. ChemCatChem 2018. [DOI: 10.1002/cctc.201701804] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Samiro Bojarra
- Junior Research Group for Microbial Biotechnology; Ruhr-Universität Bochum; Universitätsstraße 150 44780 Bochum Germany
| | - Dennis Reichert
- Junior Research Group for Microbial Biotechnology; Ruhr-Universität Bochum; Universitätsstraße 150 44780 Bochum Germany
- Current address: Institute for Biochemistry; Westfälische Wilhelms-Universität Münster; Wilhelm-Klemm-Strasse 2 48149 Münster Germany
| | - Marius Grote
- Junior Research Group for Microbial Biotechnology; Ruhr-Universität Bochum; Universitätsstraße 150 44780 Bochum Germany
| | - Álvaro Gómez Baraibar
- Junior Research Group for Microbial Biotechnology; Ruhr-Universität Bochum; Universitätsstraße 150 44780 Bochum Germany
| | - Alexander Dennig
- Institute of Biotechnology and Biochemical Engineering; Graz University of Technology; Petersgasse 12 8010 Graz Austria
| | - Bernd Nidetzky
- Institute of Biotechnology and Biochemical Engineering; Graz University of Technology; Petersgasse 12 8010 Graz Austria
| | - Carolin Mügge
- Junior Research Group for Microbial Biotechnology; Ruhr-Universität Bochum; Universitätsstraße 150 44780 Bochum Germany
| | - Robert Kourist
- Junior Research Group for Microbial Biotechnology; Ruhr-Universität Bochum; Universitätsstraße 150 44780 Bochum Germany
- Permanent address: Institute of Molecular Biotechnology; Graz University of Technology; Petersgasse 14 8010 Graz Austria
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Thompson MP, Turner NJ. Two-Enzyme Hydrogen-Borrowing Amination of Alcohols Enabled by a Cofactor-Switched Alcohol Dehydrogenase. ChemCatChem 2017. [DOI: 10.1002/cctc.201701092] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Matthew P. Thompson
- School of Chemistry, Manchester Institute of Biotechnology; The University of Manchester; 131 Princess Street Manchester M1 7DN UK
| | - Nicholas J. Turner
- School of Chemistry, Manchester Institute of Biotechnology; The University of Manchester; 131 Princess Street Manchester M1 7DN UK
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Maddock DJ, Patrick WM, Gerth ML. Substitutions at the cofactor phosphate-binding site of a clostridial alcohol dehydrogenase lead to unexpected changes in substrate specificity. Protein Eng Des Sel 2015; 28:251-8. [PMID: 26034298 PMCID: PMC4498498 DOI: 10.1093/protein/gzv028] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2015] [Accepted: 05/05/2015] [Indexed: 12/22/2022] Open
Abstract
Changing the cofactor specificity of an enzyme from nicotinamide adenine dinucleotide 2′-phosphate (NADPH) to the more abundant NADH is a common strategy for increasing overall enzyme efficiency in microbial metabolic engineering. The aim of this study was to switch the cofactor specificity of the primary–secondary alcohol dehydrogenase from Clostridium autoethanogenum, a bacterium with considerable promise for the bio-manufacturing of fuels and other petrochemicals, from strictly NADPH-dependent to NADH-dependent. We used insights from a homology model to build a site-saturation library focussed on residue S199, the position deemed most likely to disrupt binding of the 2′-phosphate of NADPH. Although the CaADH(S199X) library did not yield any NADH-dependent enzymes, it did reveal that substitutions at the cofactor phosphate-binding site can cause unanticipated changes in the substrate specificity of the enzyme. Using consensus-guided site-directed mutagenesis, we were able to create an enzyme that was stringently NADH-dependent, albeit with a concomitant reduction in activity. This study highlights the role that distal residues play in substrate specificity and the complexity of enzyme–cofactor interactions.
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Affiliation(s)
- Danielle J Maddock
- Department of Biochemistry, University of Otago, Dunedin 9010, New Zealand
| | - Wayne M Patrick
- Department of Biochemistry, University of Otago, Dunedin 9010, New Zealand
| | - Monica L Gerth
- Department of Biochemistry, University of Otago, Dunedin 9010, New Zealand
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