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Cabau-Peinado O, Straathof AJJ, Jourdin L. A General Model for Biofilm-Driven Microbial Electrosynthesis of Carboxylates From CO 2. Front Microbiol 2021; 12:669218. [PMID: 34149654 PMCID: PMC8211901 DOI: 10.3389/fmicb.2021.669218] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 05/10/2021] [Indexed: 11/13/2022] Open
Abstract
Up to now, computational modeling of microbial electrosynthesis (MES) has been underexplored, but is necessary to achieve breakthrough understanding of the process-limiting steps. Here, a general framework for modeling microbial kinetics in a MES reactor is presented. A thermodynamic approach is used to link microbial metabolism to the electrochemical reduction of an intracellular mediator, allowing to predict cellular growth and current consumption. The model accounts for CO2 reduction to acetate, and further elongation to n-butyrate and n-caproate. Simulation results were compared with experimental data obtained from different sources and proved the model is able to successfully describe microbial kinetics (growth, chain elongation, and product inhibition) and reactor performance (current density, organics titer). The capacity of the model to simulate different system configurations is also shown. Model results suggest CO2 dissolved concentration might be limiting existing MES systems, and highlight the importance of the delivery method utilized to supply it. Simulation results also indicate that for biofilm-driven reactors, continuous mode significantly enhances microbial growth and might allow denser biofilms to be formed and higher current densities to be achieved.
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Affiliation(s)
- Oriol Cabau-Peinado
- Department of Biotechnology, Faculty of Applied Sciences, Delft University of Technology, Delft, Netherlands
| | - Adrie J J Straathof
- Department of Biotechnology, Faculty of Applied Sciences, Delft University of Technology, Delft, Netherlands
| | - Ludovic Jourdin
- Department of Biotechnology, Faculty of Applied Sciences, Delft University of Technology, Delft, Netherlands
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Fellechner O, Smirnova I. Process design of a continuous biotransformation with in situ product removal by cloud point extraction. CAN J CHEM ENG 2021. [DOI: 10.1002/cjce.23967] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Oliver Fellechner
- Institute of Thermal Separation Processes Hamburg University of Technology Hamburg Germany
| | - Irina Smirnova
- Institute of Thermal Separation Processes Hamburg University of Technology Hamburg Germany
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3
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Degradation Kinetics and Mechanism of a β-Lactam Antibiotic Intermediate, 6-Aminopenicillanic Acid, in a New Integrated Production Process. J Pharm Sci 2016; 105:139-46. [DOI: 10.1016/j.xphs.2015.11.026] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2015] [Revised: 11/03/2015] [Accepted: 11/10/2015] [Indexed: 11/20/2022]
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Roa Engel CA, Straathof AJJ, van Gulik WM, van de Sandt EJAX, van der Does T, van der Wielen LAM. Conceptual Process Design of Integrated Fermentation, Deacylation, and Crystallization in the Production of β-Lactam Antibiotics. Ind Eng Chem Res 2009. [DOI: 10.1021/ie801335r] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Carol A. Roa Engel
- Department of Biotechnology, Delft University of Technology, Julianalaan 67, 2628 BC Delft, The Netherlands, and DSM Biotechnology Center, P. O. Box 1, 2600 MA Delft, The Netherlands
| | - Adrie J. J. Straathof
- Department of Biotechnology, Delft University of Technology, Julianalaan 67, 2628 BC Delft, The Netherlands, and DSM Biotechnology Center, P. O. Box 1, 2600 MA Delft, The Netherlands
| | - Walter M. van Gulik
- Department of Biotechnology, Delft University of Technology, Julianalaan 67, 2628 BC Delft, The Netherlands, and DSM Biotechnology Center, P. O. Box 1, 2600 MA Delft, The Netherlands
| | - Emile J. A. X. van de Sandt
- Department of Biotechnology, Delft University of Technology, Julianalaan 67, 2628 BC Delft, The Netherlands, and DSM Biotechnology Center, P. O. Box 1, 2600 MA Delft, The Netherlands
| | - Thom van der Does
- Department of Biotechnology, Delft University of Technology, Julianalaan 67, 2628 BC Delft, The Netherlands, and DSM Biotechnology Center, P. O. Box 1, 2600 MA Delft, The Netherlands
| | - Luuk A. M. van der Wielen
- Department of Biotechnology, Delft University of Technology, Julianalaan 67, 2628 BC Delft, The Netherlands, and DSM Biotechnology Center, P. O. Box 1, 2600 MA Delft, The Netherlands
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Jiang Y, Xia H, Guo C, Mahmood I, Liu H. Phenomena and Mechanism for Separation and Recovery of Penicillin in Ionic Liquids Aqueous Solution. Ind Eng Chem Res 2007. [DOI: 10.1021/ie070325p] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Yangyang Jiang
- Laboratory of Separation Science and Engineering, State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Science, Beijing 100080, China, and Graduate School of the Chinese Academy of Science, Beijing 100039, China
| | - Hansong Xia
- Laboratory of Separation Science and Engineering, State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Science, Beijing 100080, China, and Graduate School of the Chinese Academy of Science, Beijing 100039, China
| | - Chen Guo
- Laboratory of Separation Science and Engineering, State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Science, Beijing 100080, China, and Graduate School of the Chinese Academy of Science, Beijing 100039, China
| | - Iram Mahmood
- Laboratory of Separation Science and Engineering, State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Science, Beijing 100080, China, and Graduate School of the Chinese Academy of Science, Beijing 100039, China
| | - Huizhou Liu
- Laboratory of Separation Science and Engineering, State Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Science, Beijing 100080, China, and Graduate School of the Chinese Academy of Science, Beijing 100039, China
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Giordano RC, Ribeiro MPA, Giordano RLC. Kinetics of β-lactam antibiotics synthesis by penicillin G acylase (PGA) from the viewpoint of the industrial enzymatic reactor optimization. Biotechnol Adv 2006; 24:27-41. [PMID: 15990267 DOI: 10.1016/j.biotechadv.2005.05.003] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2005] [Accepted: 05/15/2005] [Indexed: 11/17/2022]
Abstract
Competition with well-established, fine-tuned chemical processes is a major challenge for the industrial implementation of the enzymatic synthesis of beta-lactam antibiotics. Enzyme-based routes are acknowledged as an environmental-friendly approach, avoiding organochloride solvents and working at room temperatures. Among different alternatives, the kinetically controlled synthesis, using immobilized penicillin G acylase (PGA) in aqueous environment, with the simultaneous crystallization of the product, is the most promising one. However, PGA may act either as a transferase or as a hydrolase, catalyzing two undesired side reactions: the hydrolysis of the acyl side-chain precursor (an ester or amide, a parallel reaction) and the hydrolysis of the antibiotic itself (a consecutive reaction). This review focuses specially on aspects of the reactions' kinetics that may affect the performance of the enzymatic reactor.
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Kallenberg A, van Rantwijk F, Sheldon R. Immobilization of Penicillin G Acylase: The Key to Optimum Performance. Adv Synth Catal 2005. [DOI: 10.1002/adsc.200505042] [Citation(s) in RCA: 167] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Ferreira ALO, Giordano RLC, Giordano RC. Improving selectivity and productivity of the enzymatic synthesis of ampicillin with immobilized penicillin G acylase. BRAZILIAN JOURNAL OF CHEMICAL ENGINEERING 2004. [DOI: 10.1590/s0104-66322004000400002] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Ferreira JS, Straathof AJ, Franco TT, van der Wielen LA. Activity and stability of immobilized penicillin amidase at low pH values. ACTA ACUST UNITED AC 2004. [DOI: 10.1016/j.molcatb.2003.09.003] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Janssen MHA, van Langen LM, Pereira SRM, van Rantwijk F, Sheldon RA. Evaluation of the performance of immobilized penicillin G acylase using active-site titration. Biotechnol Bioeng 2002; 78:425-32. [PMID: 11948449 DOI: 10.1002/bit.10208] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Penicillin G acylase from Escherichia coli was immobilized on Eupergit C with different enzyme loading. The activity of the immobilized preparations was assayed in the hydrolysis of penicillin G and was found to be much lower than would be expected on the basis of the residual enzyme activity in the immobilization supernatant. Active-site titration demonstrated that the immobilized enzyme molecules on average had turnover rates much lower than that of the dissolved enzyme. This was attributed to diffusion limitations of substrate and product inhibition. Indeed, when the immobilized preparations were crushed, the activity increased from 587 U g-1 to up to 974 U g-1. The immobilized preparations exhibited up to 15% lower turnover rates than the dissolved enzyme in cephalexin synthesis from 7-ADCA and D-(-)-phenylglycine amide. The synthesis over hydrolysis ratios of the immobilized preparations were also much lower than that of the dissolved enzyme. This was partly due to diffusion limitations but also to an intrinsic property of the immobilized enzyme because the synthesis over hydrolysis ratio of the crushed preparations was much lower than that of the dissolved enzyme.
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Affiliation(s)
- Michiel H A Janssen
- Laboratory of Organic Chemistry and Catalysis, Delft University of Technology, Julianalaan 136, 2628 BL, Delft, The Netherlands
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den Hollander J, Zomerdijk M, Straathof A, van der Wielen L. Continuous enzymatic penicillin G hydrolysis in countercurrent water–butyl acetate biphasic systems. Chem Eng Sci 2002. [DOI: 10.1016/s0009-2509(02)00035-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
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Bungay HR. Computer applications in bioprocessing. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2001; 70:109-38. [PMID: 11092131 DOI: 10.1007/3-540-44965-5_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/18/2023]
Abstract
Biotechnologists have stayed at the forefront for practical applications for computing. As hardware and software for computing have evolved, the latest advances have found eager users in the area of bioprocessing. Accomplishments and their significance can be appreciated by tracing the history and the interplay between the computing tools and the problems that have been solved in bioprocessing.
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Affiliation(s)
- H R Bungay
- Department of Chemical Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180-3590, USA.
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