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Aragão Tejo Dias V, Moraes Octaviano AL, Públio Rabello J, Correia Barrence FA, Consoni Bernardino T, Leme J, Attie Calil Jorge S, Fernández Núñez EG. Critical parameters on Zika virus-like particles' generation. J Virol Methods 2025; 334:115129. [PMID: 39978420 DOI: 10.1016/j.jviromet.2025.115129] [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: 12/28/2024] [Revised: 02/16/2025] [Accepted: 02/17/2025] [Indexed: 02/22/2025]
Abstract
The Zika virus became a global threat in 2015 due to its association with microcephaly. Preventing its spread depends on developing vaccines, with virus-like particles (VLP) being a promising approach, especially because of their safety profile and high immunogenicity. This study focused on the production of Zika VLP using Sf9 cells and the baculovirus expression system, evaluating cell growth kinetics, nutrient consumption, and metabolite production in Sf-900™ III medium. As a methodology, this study includes bioreactor experiments, cell density and viability quantification, nutrient and metabolite analysis, Dot Blot, Western Blot, and transmission electron microscopy. Among the critical conditions tested are culture medium supplementation with 0.028 mM cholesterol/ 6 nM bovine serum albumin, multiplicity of infection (MOI= 0.2 or 2), and dissolved oxygen tension (DOT= 5 or 30 % air saturation). As a result, in the growth phase, Sf9 cells achieved rapid exponential growth, with doubling times ranging from 22.8 to 35.4 hours and standard nutrient consumption and metabolite generation profiles for this cell line. The infection phase recorded cell death rates between 8200 and 12600 cells mL⁻¹ h⁻¹ , with higher VLP production under low MOI (0.2) and low DOT (5 %). These conditions also reduced protein degradation and nutrient consumption. The produced VLP ranged from 32 to 73 nm in size, with smaller sizes observed under low MOI conditions. Finally, controlling the DOT at 5 % air saturation without cholesterol/albumin supplementation increased VLP production without the need to raise the viral load, highlighting the importance of choosing the appropriate combination of critical parameters (MOI, DOT, and medium supplementation) as key factors in optimizing the upstream process. This finding impacts substantially upstream stage efficiency and economy, which could be useful for future scaling up to the commercial manufacturing scale.
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Affiliation(s)
- Vinícius Aragão Tejo Dias
- Laboratório de Engenharia de Bioprocessos. Escola de Artes, Ciências e Humanidades (EACH), Universidade de São Paulo, Rua Arlindo Béttio, 1000, São Paulo, SP CEP 03828-000, Brazil
| | - Ana Luiza Moraes Octaviano
- Laboratório de Engenharia de Bioprocessos. Escola de Artes, Ciências e Humanidades (EACH), Universidade de São Paulo, Rua Arlindo Béttio, 1000, São Paulo, SP CEP 03828-000, Brazil
| | - Júlia Públio Rabello
- Laboratório de Engenharia de Bioprocessos. Escola de Artes, Ciências e Humanidades (EACH), Universidade de São Paulo, Rua Arlindo Béttio, 1000, São Paulo, SP CEP 03828-000, Brazil
| | - Fernanda Angela Correia Barrence
- Laboratório de Engenharia de Bioprocessos. Escola de Artes, Ciências e Humanidades (EACH), Universidade de São Paulo, Rua Arlindo Béttio, 1000, São Paulo, SP CEP 03828-000, Brazil
| | - Thaissa Consoni Bernardino
- Laboratório de Biotecnologia Viral, Instituto Butantan, Av Vital Brasil 1500, São Paulo, São Paulo, SP CEP 05503-900, Brazil
| | - Jaci Leme
- Laboratório de Biotecnologia Viral, Instituto Butantan, Av Vital Brasil 1500, São Paulo, São Paulo, SP CEP 05503-900, Brazil
| | - Soraia Attie Calil Jorge
- Laboratório de Biotecnologia Viral, Instituto Butantan, Av Vital Brasil 1500, São Paulo, São Paulo, SP CEP 05503-900, Brazil
| | - Eutimio Gustavo Fernández Núñez
- Laboratório de Engenharia de Bioprocessos. Escola de Artes, Ciências e Humanidades (EACH), Universidade de São Paulo, Rua Arlindo Béttio, 1000, São Paulo, SP CEP 03828-000, Brazil.
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Ma J, Tian Z, Shi Q, Dong X, Sun Y. Affinity chromatography for virus-like particle manufacturing: Challenges, solutions, and perspectives. J Chromatogr A 2024; 1721:464851. [PMID: 38574547 DOI: 10.1016/j.chroma.2024.464851] [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: 01/20/2024] [Revised: 03/25/2024] [Accepted: 03/26/2024] [Indexed: 04/06/2024]
Abstract
The increasing medical application of virus-like particles (VLPs), notably vaccines and viral vectors, has increased the demand for commercial VLP production. However, VLP manufacturing has not yet reached the efficiency level achieved for recombinant protein therapeutics, especially in downstream processing. This review provides a comprehensive analysis of the challenges associated with affinity chromatography for VLP purification with respect to the diversity and complexity of VLPs and the associated upstream and downstream processes. The use of engineered affinity ligands and matrices for affinity chromatography is first discussed. Although several representative affinity ligands are currently available for VLP purification, most of them have difficulty in balancing ligand universality, ligand selectivity and mild operation conditions. Then, phage display technology and computer-assisted design are discussed as efficient methods for the rapid discovery of high-affinity peptide ligands. Finally, the VLP purification by affinity chromatography is analyzed. The process is significantly influenced by virus size and variation, ligand type and chromatographic mode. To address the updated regulatory requirements and epidemic outbreaks, technical innovations in affinity chromatography and process intensification and standardization in VLP purification should be promoted to achieve rapid process development and highly efficient VLP manufacturing, and emphasis is given to the discovery of universal ligands, applications of gigaporous matrices and platform technology. It is expected that the information in this review can provide a better understanding of the affinity chromatography methods available for VLP purification and offer useful guidance for the development of affinity chromatography for VLP manufacturing in the decades to come.
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Affiliation(s)
- Jing Ma
- Department of Biochemical Engineering, School of Chemical Engineering and Technology, Key Laboratory of Systems Bioengineering and Frontiers Science Center for Synthetic Biology (Ministry of Education), Tianjin University, Tianjin 300350, China
| | - Zengquan Tian
- Department of Biochemical Engineering, School of Chemical Engineering and Technology, Key Laboratory of Systems Bioengineering and Frontiers Science Center for Synthetic Biology (Ministry of Education), Tianjin University, Tianjin 300350, China
| | - Qinghong Shi
- Department of Biochemical Engineering, School of Chemical Engineering and Technology, Key Laboratory of Systems Bioengineering and Frontiers Science Center for Synthetic Biology (Ministry of Education), Tianjin University, Tianjin 300350, China.
| | - Xiaoyan Dong
- Department of Biochemical Engineering, School of Chemical Engineering and Technology, Key Laboratory of Systems Bioengineering and Frontiers Science Center for Synthetic Biology (Ministry of Education), Tianjin University, Tianjin 300350, China
| | - Yan Sun
- Department of Biochemical Engineering, School of Chemical Engineering and Technology, Key Laboratory of Systems Bioengineering and Frontiers Science Center for Synthetic Biology (Ministry of Education), Tianjin University, Tianjin 300350, China.
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Dekevic G, Tertel T, Tasto L, Schmidt D, Giebel B, Czermak P, Salzig D. A Bioreactor-Based Yellow Fever Virus-like Particle Production Process with Integrated Process Analytical Technology Based on Transient Transfection. Viruses 2023; 15:2013. [PMID: 37896790 PMCID: PMC10612092 DOI: 10.3390/v15102013] [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: 08/15/2023] [Revised: 09/21/2023] [Accepted: 09/22/2023] [Indexed: 10/29/2023] Open
Abstract
Yellow Fever (YF) is a severe disease that, while preventable through vaccination, lacks rapid intervention options for those already infected. There is an urgent need for passive immunization techniques using YF-virus-like particles (YF-VLPs). To address this, we successfully established a bioreactor-based production process for YF-VLPs, leveraging transient transfection and integrating Process Analytical Technology. A cornerstone of this approach was the optimization of plasmid DNA (pDNA) production to a yield of 11 mg/L using design of experiments. Glucose, NaCl, yeast extract, and a phosphate buffer showed significant influence on specific pDNA yield. The preliminary work for VLP-production in bioreactor showed adjustments to the HEK cell density, the polyplex formation duration, and medium exchanges effectively elevated transfection efficiencies. The additive Pluronic F-68 was neutral in its effects, and anti-clumping agents (ACA) adversely affected the transfection process. Finally, we established the stirred-tank bioreactor process with integrated dielectric spectroscopy, which gave real-time insight in relevant process steps, e.g., cell growth, polyplex uptake, and harvest time. We confirmed the presence and integrity of YF-VLP via Western blot, imaging flow cytometry measurement, and transmission electron microscopy. The YF-VLP production process can serve as a platform to produce VLPs as passive immunizing agents against other neglected tropical diseases.
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Affiliation(s)
- Gregor Dekevic
- Institute of Bioprocess Engineering and Pharmaceutical Technology, University of Applied Sciences Mittelhessen, Wiesenstrasse 14, 35390 Giessen, Germany; (G.D.); (L.T.); (D.S.); (P.C.)
| | - Tobias Tertel
- Institute for Transfusion Medicine, University Hospital Essen, University of Duisburg-Essen, Virchowstrasse 179, 45147 Essen, Germany; (T.T.); (B.G.)
| | - Lars Tasto
- Institute of Bioprocess Engineering and Pharmaceutical Technology, University of Applied Sciences Mittelhessen, Wiesenstrasse 14, 35390 Giessen, Germany; (G.D.); (L.T.); (D.S.); (P.C.)
| | - Deborah Schmidt
- Institute of Bioprocess Engineering and Pharmaceutical Technology, University of Applied Sciences Mittelhessen, Wiesenstrasse 14, 35390 Giessen, Germany; (G.D.); (L.T.); (D.S.); (P.C.)
| | - Bernd Giebel
- Institute for Transfusion Medicine, University Hospital Essen, University of Duisburg-Essen, Virchowstrasse 179, 45147 Essen, Germany; (T.T.); (B.G.)
| | - Peter Czermak
- Institute of Bioprocess Engineering and Pharmaceutical Technology, University of Applied Sciences Mittelhessen, Wiesenstrasse 14, 35390 Giessen, Germany; (G.D.); (L.T.); (D.S.); (P.C.)
- Faculty of Biology and Chemistry, University of Giessen, Heinrich-Buff-Ring 17, 35392 Giessen, Germany
| | - Denise Salzig
- Institute of Bioprocess Engineering and Pharmaceutical Technology, University of Applied Sciences Mittelhessen, Wiesenstrasse 14, 35390 Giessen, Germany; (G.D.); (L.T.); (D.S.); (P.C.)
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Lothert K, Eilts F, Wolff MW. Quantification methods for viruses and virus-like particles applied in biopharmaceutical production processes. Expert Rev Vaccines 2022; 21:1029-1044. [PMID: 35483057 DOI: 10.1080/14760584.2022.2072302] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Effective cell-based production processes of virus particles are the foundation for the global availability of classical vaccines, gene therapeutic vectors, and viral oncolytic treatments. Their production is subject to regulatory standards ensuring the safety and efficacy of the pharmaceutical product. Process analytics must be fast and reliable to provide an efficient process development and a robust process control during production. Additionally, for the product release, the drug compound and the contaminants must be quantified by assays specified by regulatory authorities. AREAS COVERED This review summarizes analytical methods suitable for the quantification of viruses or virus-like particles. The different techniques are grouped by the analytical question that may be addressed. Accordingly, methods focus on the infectivity of the drug component on the one hand, and on particle counting and the quantification of viral elements on the other hand. The different techniques are compared regarding their advantages, drawbacks, required assay time, and sample throughput. EXPERT OPINION Among the technologies summarized, a tendency toward fast methods, allowing a high throughput and a wide applicability, can be foreseen. Driving forces for this progress are miniaturization and automation, and the continuous enhancement of process-relevant databases for a successful future process control.
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Affiliation(s)
- Keven Lothert
- Department of Life Science Engineering, Institute of Bioprocess Engineering and Pharmaceutical Technology, University of Applied Sciences Mittelhessen (THM), Giessen, Germany
| | - Friederike Eilts
- Department of Life Science Engineering, Institute of Bioprocess Engineering and Pharmaceutical Technology, University of Applied Sciences Mittelhessen (THM), Giessen, Germany
| | - Michael W Wolff
- Department of Life Science Engineering, Institute of Bioprocess Engineering and Pharmaceutical Technology, University of Applied Sciences Mittelhessen (THM), Giessen, Germany.,Branch for Bioresources, Fraunhofer Institute for Molecular Biology and Applied Ecology (IME), Giessen, Germany
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