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Gotsmy M, Strobl F, Weiß F, Gruber P, Kraus B, Mairhofer J, Zanghellini J. Sulfate limitation increases specific plasmid DNA yield and productivity in E. coli fed-batch processes. Microb Cell Fact 2023; 22:242. [PMID: 38017439 PMCID: PMC10685491 DOI: 10.1186/s12934-023-02248-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 11/11/2023] [Indexed: 11/30/2023] Open
Abstract
Plasmid DNA (pDNA) is a key biotechnological product whose importance became apparent in the last years due to its role as a raw material in the messenger ribonucleic acid (mRNA) vaccine manufacturing process. In pharmaceutical production processes, cells need to grow in the defined medium in order to guarantee the highest standards of quality and repeatability. However, often these requirements result in low product titer, productivity, and yield. In this study, we used constraint-based metabolic modeling to optimize the average volumetric productivity of pDNA production in a fed-batch process. We identified a set of 13 nutrients in the growth medium that are essential for cell growth but not for pDNA replication. When these nutrients are depleted in the medium, cell growth is stalled and pDNA production is increased, raising the specific and volumetric yield and productivity. To exploit this effect we designed a three-stage process (1. batch, 2. fed-batch with cell growth, 3. fed-batch without cell growth). The transition between stage 2 and 3 is induced by sulfate starvation. Its onset can be easily controlled via the initial concentration of sulfate in the medium. We validated the decoupling behavior of sulfate and assessed pDNA quality attributes (supercoiled pDNA content) in E. coli with lab-scale bioreactor cultivations. The results showed an increase in supercoiled pDNA to biomass yield by 33% and an increase of supercoiled pDNA volumetric productivity by 13 % upon limitation of sulfate. In conclusion, even for routinely manufactured biotechnological products such as pDNA, simple changes in the growth medium can significantly improve the yield and quality.
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Affiliation(s)
- Mathias Gotsmy
- Department of Analytical Chemistry, University of Vienna, Vienna, 1090, Austria
- Doctorate School of Chemistry, University of Vienna, Vienna, 1090, Austria
| | | | | | - Petra Gruber
- Baxalta Innovations GmbH, A Part of Takeda Companies, Orth an der Donau, 2304, Austria
| | - Barbara Kraus
- Baxalta Innovations GmbH, A Part of Takeda Companies, Orth an der Donau, 2304, Austria
| | | | - Jürgen Zanghellini
- Department of Analytical Chemistry, University of Vienna, Vienna, 1090, Austria.
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Youssef M, Hitti C, Puppin Chaves Fulber J, Kamen AA. Enabling mRNA Therapeutics: Current Landscape and Challenges in Manufacturing. Biomolecules 2023; 13:1497. [PMID: 37892179 PMCID: PMC10604719 DOI: 10.3390/biom13101497] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 10/05/2023] [Accepted: 10/06/2023] [Indexed: 10/29/2023] Open
Abstract
Recent advances and discoveries in the structure and role of mRNA as well as novel lipid-based delivery modalities have enabled the advancement of mRNA therapeutics into the clinical trial space. The manufacturing of these products is relatively simple and eliminates many of the challenges associated with cell culture production of viral delivery systems for gene and cell therapy applications, allowing rapid production of mRNA for personalized treatments, cancer therapies, protein replacement and gene editing. The success of mRNA vaccines during the COVID-19 pandemic highlighted the immense potential of this technology as a vaccination platform, but there are still particular challenges to establish mRNA as a widespread therapeutic tool. Immunostimulatory byproducts can pose a barrier for chronic treatments and different production scales may need to be considered for these applications. Moreover, long-term storage of mRNA products is notoriously difficult. This review provides a detailed overview of the manufacturing steps for mRNA therapeutics, including sequence design, DNA template preparation, mRNA production and formulation, while identifying the challenges remaining in the dose requirements, long-term storage and immunotolerance of the product.
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Affiliation(s)
| | | | | | - Amine A. Kamen
- Department of Bioengineering, McGill University, Montreal, QC H3A 0G4, Canada; (M.Y.); (C.H.); (J.P.C.F.)
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Grijalva-Hernández F, Vega-Estrada J, Escobar-Rosales M, Ortega-López J, Aguilar-López R, Lara AR, Montes-Horcasitas MDC. High Kanamycin Concentration as Another Stress Factor Additional to Temperature to Increase pDNA Production in E. coli DH5α Batch and Fed-Batch Cultures. Microorganisms 2019; 7:E711. [PMID: 31861108 PMCID: PMC6955755 DOI: 10.3390/microorganisms7120711] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 12/02/2019] [Accepted: 12/13/2019] [Indexed: 02/03/2023] Open
Abstract
Plasmid DNA (pDNA) vaccines require high supercoiled-pDNA doses (milligrams) to achieve an adequate immune response. Therefore, processes development to obtain high pDNA yields and productivity is crucial. pDNA production is affected by several factors including culture type, medium composition, and growth conditions. We evaluated the effect of kanamycin concentration and temperature on pDNA production, overflow metabolism (organic acids) and metabolic burden (neomycin phosphotransferase II) in batch and fed-batch cultures of Escherichia coli DH5α-pVAX1-NH36. Results indicated that high kanamycin concentration increases the volumetric productivity, volumetric and specific yields of pDNA when batch cultures were carried out at 42 °C, and overflow metabolism reduced but metabolic burden increased. Micrographs taken with a scanning electron microscope (SEM) were analyzed, showing important morphological changes. The high kanamycin concentration (300 mg/L) was evaluated in high cell density culture (50 gDCW/L), which was reached using a fed-batch culture with temperature increase by controlling heating and growth rates. The pDNA volumetric yield and productivity were 759 mg/L and 31.19 mg/L/h, respectively, two-fold greater than the control with a kanamycin concentration of 50 mg/L. A stress-based process simultaneously caused by temperature and high kanamycin concentration can be successfully applied to increase pDNA production.
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Affiliation(s)
- Fernando Grijalva-Hernández
- Departamento de Biotecnología y Bioingeniería. Centro de Investigación y Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN) Av. Instituto Politécnico Nacional No. 2508, Col. San Pedro Zacatenco, México City 07360, Mexico; (F.G.-H.); (J.V.-E.); (M.E.-R.); (J.O.-L.); (R.A.-L.)
| | - Jesús Vega-Estrada
- Departamento de Biotecnología y Bioingeniería. Centro de Investigación y Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN) Av. Instituto Politécnico Nacional No. 2508, Col. San Pedro Zacatenco, México City 07360, Mexico; (F.G.-H.); (J.V.-E.); (M.E.-R.); (J.O.-L.); (R.A.-L.)
| | - Montserrat Escobar-Rosales
- Departamento de Biotecnología y Bioingeniería. Centro de Investigación y Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN) Av. Instituto Politécnico Nacional No. 2508, Col. San Pedro Zacatenco, México City 07360, Mexico; (F.G.-H.); (J.V.-E.); (M.E.-R.); (J.O.-L.); (R.A.-L.)
| | - Jaime Ortega-López
- Departamento de Biotecnología y Bioingeniería. Centro de Investigación y Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN) Av. Instituto Politécnico Nacional No. 2508, Col. San Pedro Zacatenco, México City 07360, Mexico; (F.G.-H.); (J.V.-E.); (M.E.-R.); (J.O.-L.); (R.A.-L.)
| | - Ricardo Aguilar-López
- Departamento de Biotecnología y Bioingeniería. Centro de Investigación y Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN) Av. Instituto Politécnico Nacional No. 2508, Col. San Pedro Zacatenco, México City 07360, Mexico; (F.G.-H.); (J.V.-E.); (M.E.-R.); (J.O.-L.); (R.A.-L.)
| | - Alvaro R. Lara
- Departamento de Procesos y Tecnología, Universidad Autónoma Metropolitana-Cuajimalpa. Av. Vasco de Quiroga 4871, Santa Fe, México City 05348, Mexico;
| | - Ma. del Carmen Montes-Horcasitas
- Departamento de Biotecnología y Bioingeniería. Centro de Investigación y Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN) Av. Instituto Politécnico Nacional No. 2508, Col. San Pedro Zacatenco, México City 07360, Mexico; (F.G.-H.); (J.V.-E.); (M.E.-R.); (J.O.-L.); (R.A.-L.)
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Sales KC, Rosa F, Cunha BR, Sampaio PN, Lopes MB, Calado CRC. Metabolic profiling of recombinant Escherichia coli cultivations based on high-throughput FT-MIR spectroscopic analysis. Biotechnol Prog 2016; 33:285-298. [PMID: 27696721 DOI: 10.1002/btpr.2378] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Revised: 09/19/2016] [Indexed: 01/30/2023]
Abstract
Escherichia coli is one of the most used host microorganism for the production of recombinant products, such as heterologous proteins and plasmids. However, genetic, physiological and environmental factors influence the plasmid replication and cloned gene expression in a highly complex way. To control and optimize the recombinant expression system performance, it is very important to understand this complexity. Therefore, the development of rapid, highly sensitive and economic analytical methodologies, which enable the simultaneous characterization of the heterologous product synthesis and physiologic cell behavior under a variety of culture conditions, is highly desirable. For that, the metabolic profile of recombinant E. coli cultures producing the pVAX-lacZ plasmid model was analyzed by rapid, economic and high-throughput Fourier Transform Mid-Infrared (FT-MIR) spectroscopy. The main goal of the present work is to show as the simultaneous multivariate data analysis by principal component analysis (PCA) and direct spectral analysis could represent a very interesting tool to monitor E. coli culture processes and acquire relevant information according to current quality regulatory guidelines. While PCA allowed capturing the energetic metabolic state of the cell, e.g. by identifying different C-sources consumption phases, direct FT-MIR spectral analysis allowed obtaining valuable biochemical and metabolic information along the cell culture, e.g. lipids, RNA, protein synthesis and turnover metabolism. The information achieved by spectral multivariate data and direct spectral analyses complement each other and may contribute to understand the complex interrelationships between the recombinant cell metabolism and the bioprocess environment towards more economic and robust processes design according to Quality by Design framework. © 2016 American Institute of Chemical Engineers Biotechnol. Prog., 33:285-298, 2017.
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Affiliation(s)
- Kevin C Sales
- Faculty of Engineering, Catholic University of Portugal, Rio de Mouro, 2635-631, Portugal
| | - Filipa Rosa
- Faculty of Engineering, Catholic University of Portugal, Rio de Mouro, 2635-631, Portugal
| | - Bernardo R Cunha
- Faculty of Engineering, Catholic University of Portugal, Rio de Mouro, 2635-631, Portugal
| | - Pedro N Sampaio
- Faculty of Engineering, Catholic University of Portugal, Rio de Mouro, 2635-631, Portugal.,Faculty of Engineering, Lusophone University of Humanities and Technology, Campo Grande 376, Lisbon, 1749-019, Portugal
| | - Marta B Lopes
- Faculty of Engineering, Catholic University of Portugal, Rio de Mouro, 2635-631, Portugal.,Institute of Telecommunications, Instituto Superior Técnico, University of Lisbon, Av. Rovisco Pais, Lisboa, 1049-001, Portugal.,ISEL-Instituto Superior de Engenharia de Lisboa, Instituto Politécnico de Lisboa, Rua Conselheiro Emídio Navarro 1, Lisboa, 1959-007, Portugal
| | - Cecília R C Calado
- ISEL-Instituto Superior de Engenharia de Lisboa, Instituto Politécnico de Lisboa, Rua Conselheiro Emídio Navarro 1, Lisboa, 1959-007, Portugal
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Developing strategies to increase plasmid DNA production in Escherichia coli DH5α using batch culture. J Biotechnol 2016; 233:66-73. [DOI: 10.1016/j.jbiotec.2016.06.025] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2016] [Revised: 06/22/2016] [Accepted: 06/29/2016] [Indexed: 01/25/2023]
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Lopes MB, Martins G, Calado CR. Kinetic modeling of plasmid bioproduction in Escherichia coli DH5α cultures over different carbon-source compositions. J Biotechnol 2014; 186:38-48. [DOI: 10.1016/j.jbiotec.2014.06.022] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2014] [Revised: 06/18/2014] [Accepted: 06/23/2014] [Indexed: 11/29/2022]
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