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Von den Eichen N, Bromig L, Sidarava V, Marienberg H, Weuster-Botz D. Automated multi-scale cascade of parallel stirred-tank bioreactors for fast protein expression studies. J Biotechnol 2021; 332:103-113. [PMID: 33845064 DOI: 10.1016/j.jbiotec.2021.03.021] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 03/19/2021] [Accepted: 03/30/2021] [Indexed: 11/18/2022]
Abstract
Automation, parallelization and autonomous operation of standard lab equipment, usually applied for manual bioprocess development, is considered as the key for reduction of bioprocess development time and costs. An automated bioreactor system with 4 stirred-tank bioreactors on a L-scale was combined with a custom-made biomass transfer system to distribute the cell suspensions produced on the L-scale into 48 parallel stirred-tank bioreactors on a mL-scale. Afterwards parallel protein expression studies automated by a liquid handling system with integrated fluorescence reader were performed. Isopropyl β-D-1-thiogalactopyranoside-induced (IPTG) expression of the red fluorescence protein mCherry was studied as an example of using fed-batch processes with recombinant Escherichia coli. In a first automated study, IPTG concentrations were varied in 48 parallel fed-batch processes with E. coli cells produced at a growth rate of 0.1 h-1 on an L-scale and transferred automatically to the mL-scale. The mCherry expression rate increased with increasing inducer concentration until the highest protein expression rate was observed at > 9 μM IPTG. In a second automated study, the growth rate of E. coli was varied between 0.1-0.2 h-1 in parallelly-operated stirred-tank bioreactors on a L-scale. The cells were automatically transferred and distributed into the stirred-tank bioreactors on a mL-scale and the concentration of the inducer IPTG was varied as before in parallel fed-batch processes. An increased growth rate during the production of the recombinant E. coli cells and/or higher cell densities during protein expression resulted in the increased IPTG concentrations necessary to achieve identical expression rates compared to a growth rate of 0.1 h-1 with the exception of very low inducer concentrations and inducer concentrations in excess. The new automated multi-scale cascade of parallel stirred-tank bioreactors should easily be applicable for performing fast optimisation studies with other microbial production systems and will have the potential to reduce bioprocess development time and staff assignment considerably.
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Affiliation(s)
- Nikolas Von den Eichen
- Technical University of Munich, Institute of Biochemical Engineering, Boltzmannstr. 15, 85748, Garching, Germany
| | - Lukas Bromig
- Technical University of Munich, Institute of Biochemical Engineering, Boltzmannstr. 15, 85748, Garching, Germany
| | - Valeryia Sidarava
- Technical University of Munich, Institute of Biochemical Engineering, Boltzmannstr. 15, 85748, Garching, Germany
| | - Hannah Marienberg
- Technical University of Munich, Institute of Biochemical Engineering, Boltzmannstr. 15, 85748, Garching, Germany
| | - Dirk Weuster-Botz
- Technical University of Munich, Institute of Biochemical Engineering, Boltzmannstr. 15, 85748, Garching, Germany.
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Upscale production of a recombinant cyclodextrin glycosyltransferase from Paenibacillus macerans in Escherichia coli. 3 Biotech 2017; 7:207. [PMID: 28667643 DOI: 10.1007/s13205-017-0838-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Accepted: 04/26/2017] [Indexed: 12/24/2022] Open
Abstract
Cyclodextrin glucanotransferase (CGTase) is an important enzyme with multiple functions in starch utilization. In the present study, a fermentation process for the production of CGTase from Escherichia coli harboring the recombinant plasmid pET28b(+)-CGTase was investigated and optimized. The optimal fermentation and expression conditions were 10.0 g/L glycerol, 20.0 g/L tryptone, and 10.0 g/L yeast extract with an initial pH of 7.0, an IPTG concentration of 0.1 mM and an induction temperature of 28 °C for 10 h. The resulting CGTase activity reached up to 36.4 U/L and was 2.1-fold higher than before optimization. Under these optimal fermentation conditions, the up-scaled fermentation was carried out in a 500-L fermentor, and a CGTase activity of 45.2 U/L was achieved. This study provides a foundation for the industrial production of CGTase.
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Schmideder A, Cremer JH, Weuster-Botz D. Parallel steady state studies on a milliliter scale accelerate fed-batch bioprocess design for recombinant protein production with Escherichia coli. Biotechnol Prog 2016; 32:1426-1435. [PMID: 27604066 DOI: 10.1002/btpr.2360] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2016] [Revised: 07/11/2016] [Indexed: 12/12/2022]
Abstract
In general, fed-batch processes are applied for recombinant protein production with Escherichia coli (E. coli). However, state of the art methods for identifying suitable reaction conditions suffer from severe drawbacks, i.e. direct transfer of process information from parallel batch studies is often defective and sequential fed-batch studies are time-consuming and cost-intensive. In this study, continuously operated stirred-tank reactors on a milliliter scale were applied to identify suitable reaction conditions for fed-batch processes. Isopropyl β-d-1-thiogalactopyranoside (IPTG) induction strategies were varied in parallel-operated stirred-tank bioreactors to study the effects on the continuous production of the recombinant protein photoactivatable mCherry (PAmCherry) with E. coli. Best-performing induction strategies were transferred from the continuous processes on a milliliter scale to liter scale fed-batch processes. Inducing recombinant protein expression by dynamically increasing the IPTG concentration to 100 µM led to an increase in the product concentration of 21% (8.4 g L-1 ) compared to an implemented high-performance production process with the most frequently applied induction strategy by a single addition of 1000 µM IPGT. Thus, identifying feasible reaction conditions for fed-batch processes in parallel continuous studies on a milliliter scale was shown to be a powerful, novel method to accelerate bioprocess design in a cost-reducing manner. © 2016 American Institute of Chemical Engineers Biotechnol. Prog., 32:1426-1435, 2016.
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Affiliation(s)
- Andreas Schmideder
- Inst. of Biochemical Engineering, Technical University of Munich, Garching, Germany
| | - Johannes H Cremer
- Inst. of Biochemical Engineering, Technical University of Munich, Garching, Germany
| | - Dirk Weuster-Botz
- Inst. of Biochemical Engineering, Technical University of Munich, Garching, Germany
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Calleja D, Kavanagh J, de Mas C, López-Santín J. Simulation and prediction of protein production in fed-batch E. coli cultures: An engineering approach. Biotechnol Bioeng 2015; 113:772-82. [PMID: 26416399 DOI: 10.1002/bit.25842] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Revised: 09/22/2015] [Accepted: 09/24/2015] [Indexed: 12/17/2022]
Abstract
An overall model describing the dynamic behavior of fed-batch E. coli processes for protein production has been built, calibrated and validated. Using a macroscopic approach, the model consists of three interconnected blocks allowing simulation of biomass, inducer and protein concentration profiles with time. The model incorporates calculation of the extra and intracellular inducer concentration, as well as repressor-inducer dynamics leading to a successful prediction of the product concentration. The parameters of the model were estimated using experimental data of a rhamnulose-1-phosphate aldolase-producer strain, grown under a wide range of experimental conditions. After validation, the model has successfully predicted the behavior of different strains producing two different proteins: fructose-6-phosphate aldolase and ω-transaminase. In summary, the presented approach represents a powerful tool for E. coli production process simulation and control.
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Affiliation(s)
- Daniel Calleja
- Departament d'Enginyeria Química, Escola d'Enginyeria, Edifici Q, Universitat Autònoma de Barcelona, 08193 Bellaterra, Catalunya, Spain
| | - John Kavanagh
- School of Chemical and Biomolecular Engineering, Chemical Engineering Building, The University of Sydney, New South Wales, Australia
| | - Carles de Mas
- Departament d'Enginyeria Química, Escola d'Enginyeria, Edifici Q, Universitat Autònoma de Barcelona, 08193 Bellaterra, Catalunya, Spain
| | - Josep López-Santín
- Departament d'Enginyeria Química, Escola d'Enginyeria, Edifici Q, Universitat Autònoma de Barcelona, 08193 Bellaterra, Catalunya, Spain.
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Development of an efficient process intensification strategy for enhancing Pfu DNA polymerase production in recombinant Escherichia coli. Bioprocess Biosyst Eng 2014; 38:651-9. [DOI: 10.1007/s00449-014-1304-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2014] [Accepted: 10/07/2014] [Indexed: 10/24/2022]
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Calleja D, Fernández-Castañé A, Pasini M, de Mas C, López-Santín J. Quantitative modeling of inducer transport in fed-batch cultures of Escherichia coli. Biochem Eng J 2014. [DOI: 10.1016/j.bej.2014.08.017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Moradian C, Fazeli M, Abedi D. Over expression of the Interferon β-1b by optimizing induction conditions using response surface meth-odology. ACTA ACUST UNITED AC 2013. [DOI: 10.15412/j.jbtw.01020401] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Sans C, García-Fruitós E, Ferraz RM, González-Montalbán N, Rinas U, López-Santín J, Villaverde A, Álvaro G. Inclusion bodies of fuculose-1-phosphate aldolase as stable and reusable biocatalysts. Biotechnol Prog 2012; 28:421-7. [PMID: 22275283 DOI: 10.1002/btpr.1518] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2011] [Revised: 01/10/2012] [Indexed: 11/07/2022]
Abstract
Fuculose-1-phosphate aldolase (FucA) has been produced in Escherichia coli as active inclusion bodies (IBs) in batch cultures. The activity of insoluble FucA has been modulated by a proper selection of producing strain, culture media, and process conditions. In some cases, when an optimized defined medium was used, FucA IBs were more active (in terms of specific activity) than the soluble protein version obtained in the same process with a conventional defined medium, supporting the concept that solubility and conformational quality are independent protein parameters. FucA IBs have been tested as biocatalysts, either directly or immobilized into Lentikat beads, in an aldolic reaction between DHAP and (S)-Cbz-alaninal, obtaining product yields ranging from 65 to 76%. The production of an active aldolase as IBs, the possibility of tailoring IBs properties by both genetic and process approaches, and the reusability of IBs by further entrapment in appropriate matrices fully support the principle of using self-assembled enzymatic clusters as tunable mechanically stable and functional biocatalysts.
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Affiliation(s)
- Cristina Sans
- Dept. d'Enginyeria Química, Escola d'Enginyeria, Unitat de Biocatàlisi Aplicada Associada al IQAC (CSIC), Universitat Autònoma de Barcelona, Edifici Q, 08193 Bellaterra, Spain
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Gómez L, Garrabou X, Joglar J, Bujons J, Parella T, Vilaplana C, Cardona PJ, Clapés P. Chemoenzymatic synthesis, structural study and biological activity of novel indolizidine and quinolizidine iminocyclitols. Org Biomol Chem 2012; 10:6309-21. [DOI: 10.1039/c2ob25943e] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
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Garrabou X, Gómez L, Joglar J, Gil S, Parella T, Bujons J, Clapés P. Structure-guided minimalist redesign of the L-fuculose-1-phosphate aldolase active site: expedient synthesis of novel polyhydroxylated pyrrolizidines and their inhibitory properties against glycosidases and intestinal disaccharidases. Chemistry 2011; 16:10691-706. [PMID: 20661960 DOI: 10.1002/chem.201000714] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
A minimalist active site redesign of the L-fuculose-1-phosphate aldolase from E. coli FucA was envisaged, to extend its tolerance towards bulky and conformationally restricted N-Cbz-amino aldehyde acceptor substrates (Cbz=benzyloxycarbonyl). Various mutants at the active site of the FucA wild type were obtained and screened with seven sterically demanding N-Cbz-amino aldehydes including N-Cbz-prolinal derivatives. FucA F131A showed an aldol activity of 62 μmol h(-1) mg(-1) with (R)-N-Cbz-prolinal, whereas no detectable activity was observed with the FucA wild type. For the other substrates, the F131A mutant gave aldol activities from 4 to about 25 times higher than those observed with the FucA wild type. With regard to the stereochemistry of the reactions, the (R)-amino aldehydes gave exclusively the anti configured aldol adducts whereas their S counterparts gave variable ratios of anti/syn diastereoisomers. Interestingly, the F131A mutant was highly stereoselective both with (R)- and with (S)-N-Cbz-prolinal, exclusively producing the anti and syn aldol adducts, respectively. Molecular models suggest that this improved activity towards bulky and more rigid substrates, such as N-Cbz-prolinal, could arise from a better fit of the substrate into the hydrophobic pocket created by the F131A mutation, due to an additional π-cation interaction with the residue K205' and to efficient contact between the substrate and the mechanistically important Y113' and Y209' residues. An expedient synthesis of novel polyhydroxylated pyrrolizidines related to the hyacinthacine and alexine types was accomplished through aldol additions of dihydroxyacetone phosphate (DHAP) to hydroxyprolinal derivatives with the hyperactive FucA F131A as catalyst. The iminocyclitols obtained were fully characterised and found to be moderate to weak inhibitors (relative to 1,4-dideoxy-1,4-imino-L-arabinitol (LAB) and 1,4-dideoxy-1,4-imino-D-arabinitol (DAB)) against glycosidases and rat intestinal saccharidases.
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Affiliation(s)
- Xavier Garrabou
- Biotransformation and Bioactive Molecules Group, Instituto de Química Avanzada de Cataluña-CSIC, Jordi Girona 18-26, 08034 Barcelona, Spain
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Garrabou X, Calveras J, Joglar J, Parella T, Bujons J, Clapés P. Highly efficient aldol additions of DHA and DHAP to N-Cbz-amino aldehydes catalyzed by l-rhamnulose-1-phosphate and l-fuculose-1-phosphate aldolases in aqueous borate buffer. Org Biomol Chem 2011; 9:8430-6. [DOI: 10.1039/c1ob06263h] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Olaofe OA, Burton SG, Cowan DA, Harrison ST. Improving the production of a thermostable amidase through optimising IPTG induction in a highly dense culture of recombinant Escherichia coli. Biochem Eng J 2010. [DOI: 10.1016/j.bej.2010.06.013] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Fernández A, Ruiz J, Caminal G, López-Santín J. Development and Validation of a Liquid Chromatography-Mass Spectrometry Assay for the Quantitation of IPTG in E. Coli Fed-Batch Cultures. Anal Chem 2010; 82:5728-34. [DOI: 10.1021/ac100756m] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Affiliation(s)
- Alfred Fernández
- Departament d’Enginyeria Química, Escola d’Enginyeria, Unitat de Biocatàlisi Aplicada associada al IQAC (CSIC), Universitat Autònoma de Barcelona, Edifici Q, 08193 Bellaterra (Cerdanyola del Vallés), Spain
| | - Jordi Ruiz
- Departament d’Enginyeria Química, Escola d’Enginyeria, Unitat de Biocatàlisi Aplicada associada al IQAC (CSIC), Universitat Autònoma de Barcelona, Edifici Q, 08193 Bellaterra (Cerdanyola del Vallés), Spain
| | - Gloria Caminal
- Departament d’Enginyeria Química, Escola d’Enginyeria, Unitat de Biocatàlisi Aplicada associada al IQAC (CSIC), Universitat Autònoma de Barcelona, Edifici Q, 08193 Bellaterra (Cerdanyola del Vallés), Spain
| | - Josep López-Santín
- Departament d’Enginyeria Química, Escola d’Enginyeria, Unitat de Biocatàlisi Aplicada associada al IQAC (CSIC), Universitat Autònoma de Barcelona, Edifici Q, 08193 Bellaterra (Cerdanyola del Vallés), Spain
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Suau T, Calveras J, Clapés P, Dolors Benaiges M, Álvaro G. Immobilization of fuculose-1-phosphate aldolase fromE. colito glyoxal-agarose gels by multipoint covalent attachment. BIOCATAL BIOTRANSFOR 2009. [DOI: 10.1080/10242420500208720] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Suau T, Álvaro G, Benaiges MD, López-Santín J. Performance of an immobilized fuculose-1-phosphate aldolase for stereoselective synthesis. BIOCATAL BIOTRANSFOR 2009. [DOI: 10.1080/10242420802607876] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Ardao I, Benaiges MD, Caminal G, Álvaro G. One step purification–immobilization of fuculose-1-phosphate aldolase, a class II DHAP dependent aldolase, by using metal-chelate supports. Enzyme Microb Technol 2006. [DOI: 10.1016/j.enzmictec.2005.09.001] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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A simple feedback control of Escherichia coli growth for recombinant aldolase production in fed-batch mode. Biochem Eng J 2006. [DOI: 10.1016/j.bej.2006.01.001] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Durany O, Bassett P, Weiss AME, Cranenburgh RM, Ferrer P, López-Santín J, de Mas C, Hanak JAJ. Production of fuculose-1-phosphate aldolase using operator-repressor titration for plasmid maintenance in high cell density Escherichia coli fermentations. Biotechnol Bioeng 2005; 91:460-7. [PMID: 15959893 DOI: 10.1002/bit.20527] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
We report a novel application for the operator-repressor titration (ORT) plasmid maintenance system. The ability of ORT to maintain a plasmid during production of DNA has been demonstrated previously. In this study, we have used the ORT system to maintain a plasmid during high cell density cultivation and expression of a recombinant protein. No evidence of plasmid loss was seen during protein expression at high cell densities. In addition, the quantity of protein produced using this system was similar to traditional plasmid maintenance systems.
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Affiliation(s)
- Olga Durany
- Departament d'Enginyeria Química, Escola Tècnica Superior d'Enginyeria, Universitat Autònoma de Barcelona, Spain
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Suau T, Alvaro G, Benaiges MD, López-Santín J. Influence of secondary reactions on the synthetic efficiency of DHAP-aldolases. Biotechnol Bioeng 2005; 93:48-55. [PMID: 16302255 DOI: 10.1002/bit.20690] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The effect of secondary reactions on DHAP-dependent aldolase stereoselective synthesis yields is reported. The fuculose-1-phosphate aldolase catalyzed synthesis between DHAP and Cbz-S-alaninal has been chosen as case study. It has been demonstrated that DHAP is not only chemically degraded in the reaction medium, but also enzymatically. The last reaction has been shown to take place when type II aldolases are used as biocatalysts. In order to minimize the effect of non-desired reactions, temperature reduction has been shown to be favorable, and operation at 4 degrees C has been chosen as appropriate. On the other hand, the fed-batch addition of DHAP also increased the synthesis yields and, combined with low temperature, led to almost quantitative conversion.
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Affiliation(s)
- Trinitat Suau
- Departament d'Enginyeria Química, Escola Tècnica Superior d'Enginyeria, Unitat de Biocatàlisi Aplicada associada al IIQA, CSIC, Universitat Autònoma de Barcelona, Edifici Cn, 08193-Bellaterra, Spain
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