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Lv M, Chen S, Shan M, Si Y, Huang C, Chen J, Gong L. Arctigenin induces activated HSCs quiescence via AMPK-PPARγ pathway to ameliorate liver fibrosis in mice. Eur J Pharmacol 2024; 974:176629. [PMID: 38679116 DOI: 10.1016/j.ejphar.2024.176629] [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: 01/17/2024] [Revised: 04/26/2024] [Accepted: 04/26/2024] [Indexed: 05/01/2024]
Abstract
Arctigenin (ATG), a traditional Chinese herbal medicine, is a natural lignan compound extracted from the seeds of burdock (Arctium lappa L, Asteraceae). As a natural product with multiple biological activities, the effect and mechanism of ATG against liver fibrosis are not fully elucidated yet. In current work, we first discovered that ATG could improve CCl4-induced liver injury reflected by lower plasma ALT and AST levels, liver coefficient and pathological scoring of ballooning. Furthermore, it also could reduce the positive areas of Masson, Sirius red and α-SMA staining, inhibit the expression of fibrosis-related genes (Col1a1, Col3a1, Acta2), and decrease the content of hydroxyproline, indicated ATG treatment had benefits in alleviating CCl4-induced liver fibrosis. In vitro, we observed that ATG can inhibit collagen production stimulated by TGF-β1 in LX2 cells. By analysis of the information obtained from SymMap and GeneCards databases and in vitro validation experiments, ATG was proven to be an indirect PPARγ agonist and its effect on collagen production was dependent on PPARγ. Subsequently, we confirmed that ATG activating AMPK was the contributor of its effect on PPARγ and collagen production. Finally, the transformation of activated hepatic stellate cells was determined after treated with ATG, in which ATG treatment could return activated LX2 cells to quiescence because of the elevated quiescent markers and lipid droplets. Our work has highlighted the potential of ATG in the treatment of liver fibrosis and clarified that ATG can activate AMPK/PPARγ pathway to restore the activated hepatic stellate cell to quiescence thereby improving liver fibrosis.
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Affiliation(s)
- Mengjia Lv
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210023, China; State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai, 201203, China; University of Chinese Academy of Sciences, No.19A Yuquan Road, Beijing, 100049, China
| | - Shiyi Chen
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210023, China; State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai, 201203, China; University of Chinese Academy of Sciences, No.19A Yuquan Road, Beijing, 100049, China
| | - Mengwen Shan
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210023, China; State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai, 201203, China; University of Chinese Academy of Sciences, No.19A Yuquan Road, Beijing, 100049, China
| | - Yuan Si
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai, 201203, China; University of Chinese Academy of Sciences, No.19A Yuquan Road, Beijing, 100049, China
| | - Chenggang Huang
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai, 201203, China.
| | - Jing Chen
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210023, China; State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai, 201203, China; University of Chinese Academy of Sciences, No.19A Yuquan Road, Beijing, 100049, China.
| | - Likun Gong
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210023, China; State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 501 Haike Road, Shanghai, 201203, China; University of Chinese Academy of Sciences, No.19A Yuquan Road, Beijing, 100049, China.
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Pérez-Rubio P, Vendrell-Flotats M, Romero EL, Enemark-Rasmussen K, Cervera L, Gòdia F, Lavado-García J. Internalization of PEI-based complexes in transient transfection of HEK293 cells is triggered by coalescence of membrane heparan sulfate proteoglycans like Glypican-4. Biomed Pharmacother 2024; 176:116893. [PMID: 38850653 DOI: 10.1016/j.biopha.2024.116893] [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: 03/22/2024] [Revised: 05/23/2024] [Accepted: 06/05/2024] [Indexed: 06/10/2024] Open
Abstract
Polymer-cationic mediated gene delivery is a well-stablished strategy of transient gene expression (TGE) in mammalian cell cultures. Nonetheless, its industrial implementation is hindered by the phenomenon known as cell density effect (CDE) that limits the cell density at which cultures can be efficiently transfected. The rise in personalized medicine and multiple cell and gene therapy approaches based on TGE, make more relevant to understand how to circumvent the CDE. A rational study upon DNA/PEI complex formation, stability and delivery during transfection of HEK293 cell cultures has been conducted, providing insights on the mechanisms for polyplexes uptake at low cell density and disruption at high cell density. DNA/PEI polyplexes were physiochemically characterized by coupling X-ray spectroscopy, confocal microscopy, cryo-transmission electron microscopy (TEM) and nuclear magnetic resonance (NMR). Our results showed that the ionic strength of polyplexes significantly increased upon their addition to exhausted media. This was reverted by depleting extracellular vesicles (EVs) from the media. The increase in ionic strength led to polyplex aggregation and prevented efficient cell transfection which could be counterbalanced by implementing a simple media replacement (MR) step before transfection. Inhibiting and labeling specific cell-surface proteoglycans (PGs) species revealed different roles of PGs in polyplexes uptake. Importantly, the polyplexes uptake process seemed to be triggered by a coalescence phenomenon of HSPG like glypican-4 around polyplex entry points. Ultimately, this study provides new insights into PEI-based cell transfection methodologies, enabling to enhance transient transfection and mitigate the cell density effect (CDE).
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Affiliation(s)
- Pol Pérez-Rubio
- Grup d'Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona 08193, Spain
| | - Meritxell Vendrell-Flotats
- Servei de Microscòpia, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona 08193, Spain
| | - Elianet Lorenzo Romero
- Grup d'Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona 08193, Spain
| | | | - Laura Cervera
- Grup d'Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona 08193, Spain; Serra Hunter Lecturer Professor.
| | - Francesc Gòdia
- Grup d'Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona 08193, Spain
| | - Jesús Lavado-García
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Lyngby Kgs 2800, Denmark.
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Pérez-Rubio P, Lavado-García J, Bosch-Molist L, Romero EL, Cervera L, Gòdia F. Extracellular vesicle depletion and UGCG overexpression mitigate the cell density effect in HEK293 cell culture transfection. Mol Ther Methods Clin Dev 2024; 32:101190. [PMID: 38327808 PMCID: PMC10847930 DOI: 10.1016/j.omtm.2024.101190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 01/12/2024] [Indexed: 02/09/2024]
Abstract
The hitherto unexplained reduction of cell-specific productivity in transient gene expression (TGE) at high cell density (HCD) is known as the cell density effect (CDE). It currently represents a major challenge in TGE-based bioprocess intensification. This phenomenon has been largely reported, but the molecular principles governing it are still unclear. The CDE is currently understood to be caused by the combination of an unknown inhibitory compound in the extracellular medium and an uncharacterized cellular change at HCD. This study investigates the role of extracellular vesicles (EVs) as extracellular inhibitors for transfection through the production of HIV-1 Gag virus-like particles (VLPs) via transient transfection in HEK293 cells. EV depletion from the extracellular medium restored transfection efficiency in conditions that suffer from the CDE, also enhancing VLP budding and improving production by 60%. Moreover, an alteration in endosomal formation was observed at HCD, sequestering polyplexes and preventing transfection. Overexpression of UDP-glucose ceramide glucosyltransferase (UGCG) enzyme removed intracellular polyplex sequestration, improving transfection efficiency. Combining EV depletion and UGCG overexpression improved transfection efficiency by ∼45% at 12 × 106 cells/mL. These results suggest that the interaction between polyplexes and extracellular and intracellular vesicles plays a crucial role in the CDE, providing insights for the development of strategies to mitigate its impact.
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Affiliation(s)
- Pol Pérez-Rubio
- Grup d’Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d’Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, 08193 Barcelona, Spain
| | - Jesús Lavado-García
- Grup d’Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d’Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, 08193 Barcelona, Spain
| | - Laia Bosch-Molist
- Grup d’Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d’Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, 08193 Barcelona, Spain
| | - Elianet Lorenzo Romero
- Grup d’Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d’Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, 08193 Barcelona, Spain
| | - Laura Cervera
- Grup d’Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d’Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, 08193 Barcelona, Spain
| | - Francesc Gòdia
- Grup d’Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d’Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, 08193 Barcelona, Spain
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Lorenzo E, Miranda L, Gòdia F, Cervera L. Downstream process design for Gag HIV-1 based virus-like particles. Biotechnol Bioeng 2023; 120:2672-2684. [PMID: 37148527 DOI: 10.1002/bit.28419] [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: 11/24/2022] [Revised: 04/05/2023] [Accepted: 04/10/2023] [Indexed: 05/08/2023]
Abstract
Virus-like particles-based vaccines have been gaining interest in recent years. The manufacturing of these particles includes their production by cell culture followed by their purification to meet the requirements of its final use. The presence of host cell extracellular vesicles represents a challenge for better virus-like particles purification, because both share similar characteristics which hinders their separation. The present study aims to compare some of the most used downstream processing technologies for capture and purification of virus-like particles. Four steps of the purification process were studied, including a clarification step by depth filtration and filtration, an intermediate step by tangential flow filtration or multimodal chromatography, a capture step by ion exchange, heparin affinity and hydrophobic interaction chromatography and finally, a polishing step by size exclusion chromatography. In each step, the yields were evaluated by percentage of recovery of the particles of interest, purity, and elimination of main contaminants. Finally, a complete purification train was implemented using the best results obtained in each step. A final concentration of 1.40 × 1010 virus-like particles (VLPs)/mL with a purity of 64% after the polishing step was achieved, with host cell DNA and protein levels complaining with regulatory standards, and an overall recovery of 38%. This work has resulted in the development of a purification process for HIV-1 Gag-eGFP virus-like particles suitable for scale-up.
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Affiliation(s)
- Elianet Lorenzo
- Departament d'Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - Laia Miranda
- Departament d'Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, Bellaterra, Spain
- University College London, London, UK
| | - Francesc Gòdia
- Departament d'Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - Laura Cervera
- Departament d'Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, Bellaterra, Spain
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5
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Lavado-García J, Pérez-Rubio P, Cervera L, Gòdia F. The cell density effect in animal cell-based bioprocessing: Questions, insights and perspectives. Biotechnol Adv 2022; 60:108017. [PMID: 35809763 DOI: 10.1016/j.biotechadv.2022.108017] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 05/31/2022] [Accepted: 07/01/2022] [Indexed: 11/28/2022]
Abstract
One of the main challenges in the development of bioprocesses based on cell transient expression is the commonly reported reduction of cell specific productivity at increasing cell densities. This is generally known as the cell density effect (CDE). Many efforts have been devoted to understanding the cell metabolic implications to this phenomenon in an attempt to design operational strategies to overcome it. A comprehensive analysis of the main studies regarding the CDE is provided in this work to better define the elements comprising its cause and impact. Then, examples of methodologies and approaches employed to achieve successful transient expression at high cell densities (HCD) are thoroughly reviewed. A critical assessment of the limitations of the reported studies in the understanding of the CDE is presented, covering the leading hypothesis of the molecular implications. The overall analysis of previous work on CDE may offer useful insights for further research into manufacturing of biologics.
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Affiliation(s)
- Jesús Lavado-García
- Grup d'Enginyeria Cel·lular i Bioprocessos, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, 08193 Barcelona, Spain; Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark.
| | - Pol Pérez-Rubio
- Grup d'Enginyeria Cel·lular i Bioprocessos, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, 08193 Barcelona, Spain
| | - Laura Cervera
- Grup d'Enginyeria Cel·lular i Bioprocessos, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, 08193 Barcelona, Spain
| | - Francesc Gòdia
- Grup d'Enginyeria Cel·lular i Bioprocessos, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, 08193 Barcelona, Spain
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6
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Van Ert HA, Bohan DW, Rogers K, Fili M, Rojas Chávez RA, Qing E, Han C, Dempewolf S, Hu G, Schwery N, Sevcik K, Ruggio N, Boyt D, Pentella MA, Gallagher T, Jackson JB, Merrill AE, Knudson CM, Brown GD, Maury W, Haim H. Limited Variation between SARS-CoV-2-Infected Individuals in Domain Specificity and Relative Potency of the Antibody Response against the Spike Glycoprotein. Microbiol Spectr 2022; 10:e0267621. [PMID: 35080430 PMCID: PMC8791189 DOI: 10.1128/spectrum.02676-21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 12/28/2021] [Indexed: 11/25/2022] Open
Abstract
The spike protein of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is arranged as a trimer on the virus surface, composed of three S1 and three S2 subunits. Infected and vaccinated individuals generate antibodies against spike, which can neutralize the virus. Most antibodies target the receptor-binding domain (RBD) and N-terminal domain (NTD) of S1; however, antibodies against other regions of spike have also been isolated. The interhost variability in domain specificity and relative neutralization efficacy of the antibodies is still poorly characterized. To this end, we tested serum and plasma samples collected from 85 coronavirus disease 2019 (COVID-19) convalescent subjects. Samples were analyzed using seven immunoassays that employ different domains, subunits, and oligomeric forms of spike to capture the antibodies. Samples were also tested for their neutralization of pseudovirus containing SARS-CoV-2 spike and of replication-competent SARS-CoV-2. While the total amount of anti-spike antibodies produced varied among convalescent subjects, we observed an unexpectedly fixed ratio of RBD- to NTD-targeting antibodies. The relative potency of the response (defined as the measured neutralization efficacy relative to the total level of spike-targeting antibodies) also exhibited limited variation between subjects and was not associated with the overall amount of antispike antibodies produced. These studies suggest that host-to-host variation in the polyclonal response elicited against SARS-CoV-2 spike in early pandemic subjects is primarily limited to the quantity of antibodies generated rather than their domain specificity or relative neutralization potency. IMPORTANCE Infection by SARS-CoV-2 elicits antibodies against various domains of the spike protein, including the RBD and NTD of subunit S1 and against subunit S2. The antibody responses of different infected individuals exhibit different efficacies to inactivate (neutralize) the virus. Here, we show that the observed variation in the neutralizing activity of the antibody responses in COVID-19 convalescent subjects is caused by differences in the amounts of antibodies rather than their recognition properties or the potency of their antiviral activity. These findings suggest that COVID-19 vaccine strategies that focus on enhancing the overall level of the antibodies will likely elicit a more uniformly efficacious protective response.
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Affiliation(s)
- Hanora A. Van Ert
- Department of Microbiology and Immunology, The University of Iowa, Iowa City, Iowa, United States
| | - Dana W. Bohan
- Department of Microbiology and Immunology, The University of Iowa, Iowa City, Iowa, United States
| | - Kai Rogers
- Department of Microbiology and Immunology, The University of Iowa, Iowa City, Iowa, United States
| | - Mohammad Fili
- Department of Industrial and Manufacturing Systems Engineering, Iowa State University, Ames, Iowa, United States
| | - Roberth A. Rojas Chávez
- Department of Microbiology and Immunology, The University of Iowa, Iowa City, Iowa, United States
| | - Enya Qing
- Department of Microbiology and Immunology, Loyola University Chicago, Maywood, Illinois, United States
| | - Changze Han
- Department of Microbiology and Immunology, The University of Iowa, Iowa City, Iowa, United States
| | - Spencer Dempewolf
- Department of Microbiology and Immunology, The University of Iowa, Iowa City, Iowa, United States
| | - Guiping Hu
- Department of Industrial and Manufacturing Systems Engineering, Iowa State University, Ames, Iowa, United States
| | - Nathan Schwery
- Department of Microbiology and Immunology, The University of Iowa, Iowa City, Iowa, United States
| | - Kristina Sevcik
- Department of Microbiology and Immunology, The University of Iowa, Iowa City, Iowa, United States
| | - Natalie Ruggio
- Department of Microbiology and Immunology, The University of Iowa, Iowa City, Iowa, United States
| | - Devlin Boyt
- Department of Microbiology and Immunology, The University of Iowa, Iowa City, Iowa, United States
| | - Michael A. Pentella
- State Hygienic Laboratory, The University of Iowa, Iowa City, Iowa, United States
| | - Tom Gallagher
- Department of Microbiology and Immunology, Loyola University Chicago, Maywood, Illinois, United States
| | - J. Brooks Jackson
- Department of Pathology, University of Iowa Hospitals & Clinics, Iowa City, Iowa, United States
| | - Anna E. Merrill
- Department of Pathology, University of Iowa Hospitals & Clinics, Iowa City, Iowa, United States
| | - C. Michael Knudson
- Department of Pathology, University of Iowa Hospitals & Clinics, Iowa City, Iowa, United States
| | - Grant D. Brown
- Department of Biostatistics, School of Public Health, The University of Iowa, Iowa City, Iowa, United States
| | - Wendy Maury
- Department of Microbiology and Immunology, The University of Iowa, Iowa City, Iowa, United States
| | - Hillel Haim
- Department of Microbiology and Immunology, The University of Iowa, Iowa City, Iowa, United States
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González-Domínguez I, Puente-Massaguer E, Lavado-García J, Cervera L, Gòdia F. Micrometric DNA/PEI polyplexes correlate with higher transient gene expression yields in HEK 293 cells. N Biotechnol 2022; 68:87-96. [DOI: 10.1016/j.nbt.2022.02.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 02/06/2022] [Accepted: 02/07/2022] [Indexed: 12/25/2022]
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González-Domínguez I, Lorenzo E, Bernier A, Cervera L, Gòdia F, Kamen A. A Four-Step Purification Process for Gag VLPs: From Culture Supernatant to High-Purity Lyophilized Particles. Vaccines (Basel) 2021; 9:vaccines9101154. [PMID: 34696262 PMCID: PMC8539588 DOI: 10.3390/vaccines9101154] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Revised: 09/27/2021] [Accepted: 09/27/2021] [Indexed: 01/15/2023] Open
Abstract
Gag-based virus-like particles (VLPs) have high potential as scaffolds for the development of chimeric vaccines and delivery strategies. The production of purified preparations that can be preserved independently from cold chains is highly desirable to facilitate distribution and access worldwide. In this work, a nimble purification has been developed, facilitating the production of Gag VLPs. Suspension-adapted HEK 293 cells cultured in chemically defined cell culture media were used to produce the VLPs. A four-step downstream process (DSP) consisting of membrane filtration, ion-exchange chromatography, polishing, and lyophilization was developed. The purification of VLPs from other contaminants such as host cell proteins (HCP), double-stranded DNA, or extracellular vesicles (EVs) was confirmed after their DSP. A concentration of 2.2 ± 0.8 × 109 VLPs/mL in the lyophilized samples was obtained after its storage at room temperature for two months. Morphology and structural integrity of purified VLPs was assessed by cryo-TEM and NTA. Likewise, the purification methodologies proposed here could be easily scaled up and applied to purify similar enveloped viruses and vesicles.
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Affiliation(s)
- Irene González-Domínguez
- Departament d’Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain; (E.L.); (L.C.); (F.G.)
- Correspondence:
| | - Elianet Lorenzo
- Departament d’Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain; (E.L.); (L.C.); (F.G.)
| | - Alice Bernier
- Department of Bioengineering, McGill University, Montreal, QC H3A 0E9, Canada; (A.B.); (A.K.)
| | - Laura Cervera
- Departament d’Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain; (E.L.); (L.C.); (F.G.)
| | - Francesc Gòdia
- Departament d’Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain; (E.L.); (L.C.); (F.G.)
| | - Amine Kamen
- Department of Bioengineering, McGill University, Montreal, QC H3A 0E9, Canada; (A.B.); (A.K.)
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Nguyen TN, Sha S, Hong MS, Maloney AJ, Barone PW, Neufeld C, Wolfrum J, Springs SL, Sinskey AJ, Braatz RD. Mechanistic model for production of recombinant adeno-associated virus via triple transfection of HEK293 cells. Mol Ther Methods Clin Dev 2021; 21:642-655. [PMID: 34095346 PMCID: PMC8143981 DOI: 10.1016/j.omtm.2021.04.006] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Accepted: 04/08/2021] [Indexed: 02/08/2023]
Abstract
Manufacturing of recombinant adeno-associated virus (rAAV) viral vectors remains challenging, with low yields and low full:empty capsid ratios in the harvest. To elucidate the dynamics of recombinant viral production, we develop a mechanistic model for the synthesis of rAAV viral vectors by triple plasmid transfection based on the underlying biological processes derived from wild-type AAV. The model covers major steps starting from exogenous DNA delivery to the reaction cascade that forms viral proteins and DNA, which subsequently result in filled capsids, and the complex functions of the Rep protein as a regulator of the packaging plasmid gene expression and a catalyst for viral DNA packaging. We estimate kinetic parameters using dynamic data from literature and in-house triple transient transfection experiments. Model predictions of productivity changes as a result of the varied input plasmid ratio are benchmarked against transfection data from the literature. Sensitivity analysis suggests that (1) the poorly coordinated timeline of capsid synthesis and viral DNA replication results in a low ratio of full virions in harvest, and (2) repressive function of the Rep protein could be impeding capsid production at a later phase. The analyses from the mathematical model provide testable hypotheses for evaluation and reveal potential process bottlenecks that can be investigated.
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Affiliation(s)
- Tam N.T. Nguyen
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Sha Sha
- Center for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Moo Sun Hong
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Andrew J. Maloney
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Paul W. Barone
- Center for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Caleb Neufeld
- Center for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Jacqueline Wolfrum
- Center for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Stacy L. Springs
- Center for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Anthony J. Sinskey
- Center for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Richard D. Braatz
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
- Center for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, MA, USA
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10
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Pulix M, Lukashchuk V, Smith DC, Dickson AJ. Molecular characterization of HEK293 cells as emerging versatile cell factories. Curr Opin Biotechnol 2021; 71:18-24. [PMID: 34058525 DOI: 10.1016/j.copbio.2021.05.001] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 04/29/2021] [Accepted: 05/07/2021] [Indexed: 01/27/2023]
Abstract
HEK293 cell lines are used for the production of recombinant proteins, virus-like particles and viral vectors. Recent work has generated molecular (systems level) characterisation of HEK293 variants that has enabled re-engineering of the cells towards enhanced use for manufacture-scale production of recombinant biopharmaceuticals (assessment of 'safe harbours' for gene insertion, engineering of new variants for stable, amplifiable expression). In parallel, there have been notable advances in the bioprocessing conditions (suspension adaptation, development of defined serum-free media) that offer the potential for large-scale manufacture, a feature especially important in the drive to produce viral vectors at large-scale and at commercially viable costs for gene therapy. The combination of cell-based and bioprocess-based modification of existing HEK293 cell processes, frequently informed by understandings transferred from developments with Chinese hamster ovary cell lines, seems destined to place the HEK293 cell systems firmly as a critical platform for production of future biologically based therapeutics.
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Affiliation(s)
- Michela Pulix
- Manchester Institute of Biotechnology, Faculty of Science and Engineering, Department of Chemical Engineering & Analytical Sciences, The University of Manchester, 131 Princess Street, Manchester M1 7DN, UK; Cobra Biologics, Stephenson Building, Keele Science Park, Keele ST5 5SP, UK
| | - Vera Lukashchuk
- Cobra Biologics, Stephenson Building, Keele Science Park, Keele ST5 5SP, UK
| | - Daniel C Smith
- Cobra Biologics, Stephenson Building, Keele Science Park, Keele ST5 5SP, UK
| | - Alan J Dickson
- Manchester Institute of Biotechnology, Faculty of Science and Engineering, Department of Chemical Engineering & Analytical Sciences, The University of Manchester, 131 Princess Street, Manchester M1 7DN, UK.
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11
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Chimeric VLPs Based on HIV-1 Gag and a Fusion Rabies Glycoprotein Induce Specific Antibodies against Rabies and Foot-and-Mouth Disease Virus. Vaccines (Basel) 2021; 9:vaccines9030251. [PMID: 33809060 PMCID: PMC7999769 DOI: 10.3390/vaccines9030251] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 03/07/2021] [Accepted: 03/08/2021] [Indexed: 12/25/2022] Open
Abstract
Foot and mouth disease is a livestock acute disease, causing economic losses in affected areas. Currently, control of this disease is performed by mandatory vaccination campaigns using inactivated viral vaccines. In this work, we describe the development of a chimeric VLP-based vaccine candidate for foot-and-mouth disease virus (FMDV), based on the co-expression of the HIV-1 Gag protein and a novel fusion rabies glycoprotein (RVG), which carries in its N-term the FMDV main antigen: the G-H loop. It is demonstrated by confocal microscopy that both Gag-GFP polyprotein and the G-H loop colocalize at the cell membrane and, that the Gag polyprotein of the HIV virus acts as a scaffold for enveloped VLPs that during the budding process acquires the proteins that are being expressed in the cell membrane. The obtained VLPs were spherical particles of 130 ± 40 nm in diameter (analyzed by TEM, Cryo-TEM and NTA) carrying an envelope membrane that efficiently display the GH-RVG on its surface (analyzed by gold immunolabeling). Immunostainings with a FMDV hyperimmune serum showed that the heterologous antigenic site, genetically fused to RVG, is recognized by specific G-H loop antibodies. Additionally, the cVLPs produced expose the G-H loop to the liquid surrounding (analyzed by specific ELISA). Finally, we confirmed that these FMD cVLPs are able to induce a specific humoral immune response, based on antibodies directed to the G-H loop in experimental animals.
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12
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Lavado-García J, Díaz-Maneh A, Canal-Paulí N, Pérez-Rubio P, Gòdia F, Cervera L. Metabolic engineering of HEK293 cells to improve transient transfection and cell budding of HIV-1 virus-like particles. Biotechnol Bioeng 2021; 118:1649-1663. [PMID: 33463716 DOI: 10.1002/bit.27679] [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] [Received: 10/24/2020] [Accepted: 01/12/2021] [Indexed: 01/08/2023]
Abstract
HIV-1 Gag virus-like particles (VLPs) are promising candidates for the development of future vaccines. Recent viral outbreaks have manifested the need of robust vaccine production platforms able to adapt to new challenges while achieving mass production capacity. For the rapid production of VLPs, the method of transient gene expression (TGE) have proved highly efficient. Based on a previous characterization of the HEK293 cell line upon transient transfection using multiplexed quantitative proteomics, molecular production bottlenecks and metabolic pathways likely to be optimized were identified. In this study, these molecular components and metabolic pathways have been explored and modulated via transient metabolic engineering using approaches like design of experiments to fully exploit and optimize VLP production, transfection and budding efficiency. Upon overexpression of endosomal sorting complex required for transport accessory proteins like NEDD4L and CIT, VLP production increased 3.3 and 2.9-fold, respectively. Overexpression of glycosphingolipid precursor enzyme UGCG improved transfection efficiency by 17% and knocking-down the Gag-binding protein CNP improved 2.5-fold VLP specific productivity. Combining CNP inhibition and UGCG overexpression further improved budding efficiency by 37.3%. Modulating VLP production and accessory pathways like intracellular budding, demonstrated the potential of metabolic engineering to optimize and intensify the development of robust production platforms for future vaccines.
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Affiliation(s)
- Jesús Lavado-García
- Grup d'Enginyeria Cellular i Bioprocessos, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Andy Díaz-Maneh
- Grup d'Enginyeria Cellular i Bioprocessos, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Núria Canal-Paulí
- Grup d'Enginyeria Cellular i Bioprocessos, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Pol Pérez-Rubio
- Grup d'Enginyeria Cellular i Bioprocessos, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Francesc Gòdia
- Grup d'Enginyeria Cellular i Bioprocessos, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Laura Cervera
- Grup d'Enginyeria Cellular i Bioprocessos, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Barcelona, Spain
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13
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Lavado-García J, González-Domínguez I, Cervera L, Jorge I, Vázquez J, Gòdia F. Molecular Characterization of the Coproduced Extracellular Vesicles in HEK293 during Virus-Like Particle Production. J Proteome Res 2020; 19:4516-4532. [PMID: 32975947 PMCID: PMC7640977 DOI: 10.1021/acs.jproteome.0c00581] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Indexed: 12/22/2022]
Abstract
Vaccine therapies based on virus-like particles (VLPs) are currently in the spotlight due to their potential for generating high immunogenic responses while presenting fewer side effects than conventional vaccines. These self-assembled nanostructures resemble the native conformation of the virus but lack genetic material. They are becoming a promising platform for vaccine candidates against several diseases due to the ability of modifying their membrane with antigens from different viruses. The coproduction of extracellular vesicles (EVs) when producing VLPs is a key phenomenon currently still under study. In order to characterize this extracellular environment, a quantitative proteomics approach has been carried out. Three conditions were studied: non-transfected, transfected with an empty plasmid as control, and transfected with a plasmid coding for HIV-1 Gag polyprotein. A shift in EV biogenesis has been detected upon transfection, changing the production from large to small EVs. Another remarkable trait found was the presence of DNA being secreted within vesicles smaller than 200 nm. Studying the protein profile of these biological nanocarriers, it was observed that EVs were reflecting an overall energy homeostasis disruption via mitochondrial protein deregulation. Also, immunomodulatory proteins like ITGB1, ENO3, and PRDX5 were identified and quantified in VLP and EV fractions. These findings provide insight on the nature of the VLP extracellular environment defining the characteristics and protein profile of EVs, with potential to develop new downstream separation strategies or using them as adjuvants in viral therapies.
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Affiliation(s)
- Jesús Lavado-García
- Grup
d’Enginyeria Cellular i Bioprocés, Escola d’Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola
del Vallès, 08193 Barcelona, Spain
| | - Irene González-Domínguez
- Grup
d’Enginyeria Cellular i Bioprocés, Escola d’Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola
del Vallès, 08193 Barcelona, Spain
| | - Laura Cervera
- Grup
d’Enginyeria Cellular i Bioprocés, Escola d’Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola
del Vallès, 08193 Barcelona, Spain
| | - Inmaculada Jorge
- Laboratory
of Cardiovascular Proteomics, Centro Nacional
Investigaciones Cardiovasculares (CNIC), C/Melchor Fernández Almagro 3, Madrid 28029, Spain
- Centro
de Investigación Biomédica en Red Enfermedades Cardiovasculares
(CIBERCV), Madrid, Spain
| | - Jesús Vázquez
- Laboratory
of Cardiovascular Proteomics, Centro Nacional
Investigaciones Cardiovasculares (CNIC), C/Melchor Fernández Almagro 3, Madrid 28029, Spain
- Centro
de Investigación Biomédica en Red Enfermedades Cardiovasculares
(CIBERCV), Madrid, Spain
| | - Francesc Gòdia
- Grup
d’Enginyeria Cellular i Bioprocés, Escola d’Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola
del Vallès, 08193 Barcelona, Spain
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14
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PEI-Mediated Transient Transfection of High Five Cells at Bioreactor Scale for HIV-1 VLP Production. NANOMATERIALS 2020; 10:nano10081580. [PMID: 32806511 PMCID: PMC7466501 DOI: 10.3390/nano10081580] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 07/20/2020] [Accepted: 08/07/2020] [Indexed: 12/25/2022]
Abstract
High Five cells are an excellent host for the production of virus-like particles (VLPs) with the baculovirus expression vector system (BEVS). However, the concurrent production of high titers of baculovirus hinder the purification of these nanoparticles due to similarities in their physicochemical properties. In this study, first a transient gene expression (TGE) method based on the transfection reagent polyethylenimine (PEI) is optimized for the production of HIV-1 VLPs at shake flask level. Furthermore, VLP production by TGE in High Five cells is successfully demonstrated at bioreactor scale, resulting in a higher maximum viable cell concentration (5.1 × 106 cell/mL), the same transfection efficiency and a 1.8-fold increase in Gag-eGFP VLP production compared to shake flasks. Metabolism analysis of High Five cells indicates a reduction in the consumption of the main metabolites with respect to non-transfected cell cultures, and an increase in the uptake rate of several amino acids when asparagine is depleted. Quality assessment by nanoparticle tracking analysis and flow virometry of the VLPs produced shows an average size of 100–200 nm, in agreement with immature HIV-1 viruses reported in the literature. Overall, this work demonstrates that the High Five/TGE system is a suitable approach for the production of VLP-based vaccine candidates and other recombinant proteins.
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15
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Lavado-García J, Cervera L, Gòdia F. An Alternative Perfusion Approach for the Intensification of Virus-Like Particle Production in HEK293 Cultures. Front Bioeng Biotechnol 2020; 8:617. [PMID: 32637402 PMCID: PMC7318772 DOI: 10.3389/fbioe.2020.00617] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 05/20/2020] [Indexed: 01/11/2023] Open
Abstract
Virus-like particles (VLPs) have gained interest over the last years as recombinant vaccine formats, as they generate a strong immune response and present storage and distribution advantages compared to conventional vaccines. Therefore, VLPs are being regarded as potential vaccine candidates for several diseases. One requirement for their further clinical testing is the development of scalable processes and production platforms for cell-based viral particles. In this work, the extended gene expression (EGE) method, which consists in consecutive media replacements combined with cell retransfections, was successfully optimized and transferred to a bioreactor operating in perfusion. A process optimization using design of experiments (DoE) was carried out to obtain optimal values for the time of retransfection, the cell specific perfusion rate (CSPR) and transfected DNA concentration, improving 86.7% the previously reported EGE protocol in HEK293. Moreover, it was successfully implemented at 1.5L bioreactor using an ATF as cell retention system achieving concentrations of 6.8·1010 VLP/mL. VLP interaction with the ATF hollow fibers was studied via confocal microscopy, field emission scanning electron microscopy, and nanoparticle tracking analysis to design a bioprocess capable of separating unassembled Gag monomers and concentrate VLPs in one step.
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Affiliation(s)
- Jesús Lavado-García
- Grup d'Enginyeria Cellular i Bioprocés, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Laura Cervera
- Grup d'Enginyeria Cellular i Bioprocés, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Francesc Gòdia
- Grup d'Enginyeria Cellular i Bioprocés, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Barcelona, Spain
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16
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González-Domínguez I, Puente-Massaguer E, Cervera L, Gòdia F. Quantification of the HIV-1 virus-like particle production process by super-resolution imaging: From VLP budding to nanoparticle analysis. Biotechnol Bioeng 2020; 117:1929-1945. [PMID: 32242921 DOI: 10.1002/bit.27345] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2019] [Revised: 03/17/2020] [Accepted: 03/27/2020] [Indexed: 12/31/2022]
Abstract
Virus-like particles (VLPs) offer great promise in the field of nanomedicine. Enveloped VLPs are a class of these nanoparticles and their production process occurs by a budding process, which is known to be the most critical step at intracellular level. In this study, we developed a novel imaging method based on super-resolution fluorescence microscopy (SRFM) to assess the generation of VLPs in living cells. This methodology was applied to study the production of Gag VLPs in three animal cell platforms of reference: HEK 293-transient gene expression (TGE), High Five-baculovirus expression vector system (BEVS) and Sf9-BEVS. Quantification of the number of VLP assembly sites per cell ranged from 500 to 3,000 in the different systems evaluated. Although the BEVS was superior in terms of Gag polyprotein expression, the HEK 293-TGE platform was more efficient regarding the assembly of Gag as VLPs. This was translated into higher levels of non-assembled Gag monomer in BEVS harvested supernatants. Furthermore, the presence of contaminating nanoparticles was evidenced in all three systems, specifically in High Five cells. The SRFM-based method here developed was also successfully applied to measure the concentration of VLPs in crude supernatants. The lipid membrane of VLPs and the presence of nucleic acids alongside these nanoparticles could also be detected using common staining procedures. Overall, a complete picture of the VLP production process was achieved in these three production platforms. The robustness and sensitivity of this new approach broaden the applicability of SRFM toward the development of new detection, diagnosis and quantification methods based on confocal microscopy in living systems.
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Affiliation(s)
- Irene González-Domínguez
- Departament d'Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, Barcelona, Bellaterra, Spain
| | - Eduard Puente-Massaguer
- Departament d'Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, Barcelona, Bellaterra, Spain
| | - Laura Cervera
- Departament d'Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, Barcelona, Bellaterra, Spain
| | - Francesc Gòdia
- Departament d'Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, Barcelona, Bellaterra, Spain
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17
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Blackstock DJ, Goh A, Shetty S, Fabozzi G, Yang R, Ivleva VB, Schwartz R, Horwitz J. Comprehensive Flow Cytometry Analysis of PEI-Based Transfections for Virus-Like Particle Production. RESEARCH 2020; 2020:1387402. [PMID: 32259105 PMCID: PMC7094759 DOI: 10.34133/2020/1387402] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Accepted: 01/28/2020] [Indexed: 11/06/2022]
Abstract
The generation of stable clones for biomolecule production is a common but lengthy and labor-intensive process. For complex molecules, such as viruses or virus-like particles (VLPs), the timeline becomes even more cumbersome. Thus, in the early stages of development, transient production methods serve as a reasonable alternative to stable clone construction. In this work, an investigation of a polyethylenimine- (PEI-) based transfection method for the transient production of Chikungunya (Chik) VLPs, a vaccine candidate molecule, was undertaken. This effort focuses on tracking cell population responses during transfection, understanding how process changes affect these responses, and monitoring patterns in cell performance over the culture duration. Plasmid labeling and VLP staining were employed to comprehensively track cells via flow cytometry and to draw correlations between plasmid DNA (pDNA) uptake and the resulting VLP expression. The method detected high transfection efficiency (≥97%) in all samples tested and demonstrated the capability to track kinetics of plasmid-cell binding. With varied transfection cell concentrations, the pDNA binding kinetics are altered and saturation binding is observed in the lowest cell concentration sample tested in less than 3 hours of incubation. Interestingly, in all samples, the flow cytometry analysis of relative pDNA amount versus VLP expression staining showed that cells which contained fewer pDNA complexes resulted in the highest levels of VLP stain. Finally, to determine the potential breadth of our observations, we compared daily expression patterns of ChikVLP with a reporter, monomeric GFP molecule. The similarities detected suggest the interpretations presented here to likely be more broadly informative and applicable to PEI-based transient production of additional biological products as well.
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Affiliation(s)
- Daniel J Blackstock
- Vaccine Production Program Lab, Vaccine Research Center, NIAID, NIH, Gaithersburg, MD, USA
| | - Alvenne Goh
- Vaccine Production Program Lab, Vaccine Research Center, NIAID, NIH, Gaithersburg, MD, USA
| | - Shamitha Shetty
- Vaccine Production Program Lab, Vaccine Research Center, NIAID, NIH, Gaithersburg, MD, USA
| | - Giulia Fabozzi
- Vaccine Production Program Lab, Vaccine Research Center, NIAID, NIH, Gaithersburg, MD, USA
| | - Rong Yang
- Vaccine Production Program Lab, Vaccine Research Center, NIAID, NIH, Gaithersburg, MD, USA
| | - Vera B Ivleva
- Vaccine Production Program Lab, Vaccine Research Center, NIAID, NIH, Gaithersburg, MD, USA
| | - Richard Schwartz
- Vaccine Production Program Lab, Vaccine Research Center, NIAID, NIH, Gaithersburg, MD, USA
| | - Joseph Horwitz
- Vaccine Production Program Lab, Vaccine Research Center, NIAID, NIH, Gaithersburg, MD, USA
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18
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Lavado-García J, Jorge I, Cervera L, Vázquez J, Gòdia F. Multiplexed Quantitative Proteomic Analysis of HEK293 Provides Insights into Molecular Changes Associated with the Cell Density Effect, Transient Transfection, and Virus-Like Particle Production. J Proteome Res 2020; 19:1085-1099. [DOI: 10.1021/acs.jproteome.9b00601] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Jesús Lavado-García
- Grup d’Enginyeria Cellular i Bioprocés, Departament d’Enginyeria Química, Biològica i Ambiental, Escola d’Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, 08193 Barcelona, Spain
| | - Inmaculada Jorge
- Laboratory of Cardiovascular Proteomics, Centro Nacional Investigaciones Cardiovasculares (CNIC), C/Melchor Fernández Almagro 3, Madrid 28029, Spain
- Centro de Investigación Biomédica en Red Enfermedades Cardiovasculares (CIBERCV), Madrid 28029, Spain
| | - Laura Cervera
- Grup d’Enginyeria Cellular i Bioprocés, Departament d’Enginyeria Química, Biològica i Ambiental, Escola d’Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, 08193 Barcelona, Spain
| | - Jesús Vázquez
- Laboratory of Cardiovascular Proteomics, Centro Nacional Investigaciones Cardiovasculares (CNIC), C/Melchor Fernández Almagro 3, Madrid 28029, Spain
- Centro de Investigación Biomédica en Red Enfermedades Cardiovasculares (CIBERCV), Madrid 28029, Spain
| | - Francesc Gòdia
- Grup d’Enginyeria Cellular i Bioprocés, Departament d’Enginyeria Química, Biològica i Ambiental, Escola d’Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, 08193 Barcelona, Spain
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19
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Puente-Massaguer E, Lecina M, Gòdia F. Application of advanced quantification techniques in nanoparticle-based vaccine development with the Sf9 cell baculovirus expression system. Vaccine 2020; 38:1849-1859. [PMID: 31911032 DOI: 10.1016/j.vaccine.2019.11.087] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Revised: 11/22/2019] [Accepted: 11/25/2019] [Indexed: 12/24/2022]
Abstract
Nanoparticles generated by recombinant technologies are receiving increased interest in several applications, particularly the use of virus like particles (VLPs) for the generation of safer vaccines. The characterization and quantification of these nanoparticles with complex structures is very relevant for a better comprehension of the production systems and should circumvent the limitations of the most conventional quantification techniques often used. Here, we applied confocal microscopy, flow virometry and nanoparticle tracking analysis (NTA) to assess the production process of Gag virus-like particles (VLPs) in the Sf9 cell/baculovirus expression vector system (BEVS). These novel techniques were implemented in an optimization workflow based on Design of Experiments (DoE) and desirability functions to determine the best production conditions. A higher level of sensitivity was observed for NTA and confocal microscopy but flow virometry proved to be more accurate. Interestingly, extracellular vesicles were detected as an important source of contamination of this system. The synergistic interplay of viable cell concentration at infection (CCI), multiplicity of infection (MOI) and time of harvest (TOH) was assessed on five objective responses: VLP assembly, baculovirus infection, VLP production, cell viability and VLP productivity. Two global optimal conditions were defined, one targeting the maximal yield of VLPs and the other providing a balance between production and assembled VLPs. In both cases, a low MOI proved to be the best condition to achieve the highest VLP production and productivity yields. Cryo-EM analysis of nanoparticles produced in these conditions showed the typical size and morphology of HIV-1 VLPs. This study presents an integrative approach based on the combination of DoE and direct nanoparticle quantification techniques to comprehensively optimize the production of VLPs and other viral-based biotherapeutics.
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Affiliation(s)
- Eduard Puente-Massaguer
- Departament d'Enginyeria Química, Biològica i Ambiental, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Barcelona, Spain
| | - Martí Lecina
- IQS School of Engineering, Universitat Ramón Llull, Barcelona, Spain
| | - Francesc Gòdia
- Departament d'Enginyeria Química, Biològica i Ambiental, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Barcelona, Spain
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20
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Fernandes B, Vidigal J, Correia R, Carrondo MJT, Alves PM, Teixeira AP, Roldão A. Adaptive laboratory evolution of stable insect cell lines for improved HIV-Gag VLPs production. J Biotechnol 2019; 307:139-147. [PMID: 31697977 DOI: 10.1016/j.jbiotec.2019.10.004] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2019] [Revised: 10/01/2019] [Accepted: 10/01/2019] [Indexed: 10/25/2022]
Abstract
Adaptive laboratory evolution (ALE) has been extensively used to modulate the phenotype of industrial model organisms (e.g. Escherichia. coli and Saccharomyces cerevisae) towards a specific trait. Nevertheless, its application to animal cells, and in particular to insect cell lines, has been very limited. In this study, we describe employing an ALE method to improve the production of HIV-Gag virus-like particles (VLPs) in stable Sf-9 and High Five cell lines. Serial batch transfer was used for evolution experiments. During the ALE process, cells were cultured under controlled hypothermic conditions (22 °C instead of standard 27 °C) for a prolonged period of time (over 3 months), which allowed the selection of a population of cells with improved phenotype. Adapted cells expressed up to 26-fold (Sf-9 cells) and 10-fold (High Five cells) more Gag-VLPs than non-adapted cells cultured at standard conditions. The production of HIV Gag-VLPs in adapted, stable insect Sf-9 cell lines was successfully demonstrated at bioreactor scale. The Gag-VLPs produced at 22 °C and 27 °C were comparable, both in size and morphology, thus confirming the null impact of adaptation process and hypothermic culture conditions on VLP's quality. This work demonstrates the suitability of ALE as a powerful method for improving yields in stable insect cell lines producing VLPs.
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Affiliation(s)
- Bárbara Fernandes
- IBET, Instituto de Biologia Experimental e Tecnológica, Apartado 12, 2780-901 Oeiras, Portugal; ITQB NOVA, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Av. da República, 2780-157 Oeiras, Portugal
| | - João Vidigal
- IBET, Instituto de Biologia Experimental e Tecnológica, Apartado 12, 2780-901 Oeiras, Portugal; ITQB NOVA, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Av. da República, 2780-157 Oeiras, Portugal
| | - Ricardo Correia
- IBET, Instituto de Biologia Experimental e Tecnológica, Apartado 12, 2780-901 Oeiras, Portugal; ITQB NOVA, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Av. da República, 2780-157 Oeiras, Portugal
| | - Manuel J T Carrondo
- IBET, Instituto de Biologia Experimental e Tecnológica, Apartado 12, 2780-901 Oeiras, Portugal
| | - Paula M Alves
- IBET, Instituto de Biologia Experimental e Tecnológica, Apartado 12, 2780-901 Oeiras, Portugal; ITQB NOVA, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Av. da República, 2780-157 Oeiras, Portugal
| | - Ana P Teixeira
- IBET, Instituto de Biologia Experimental e Tecnológica, Apartado 12, 2780-901 Oeiras, Portugal; ITQB NOVA, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Av. da República, 2780-157 Oeiras, Portugal
| | - António Roldão
- IBET, Instituto de Biologia Experimental e Tecnológica, Apartado 12, 2780-901 Oeiras, Portugal; ITQB NOVA, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Av. da República, 2780-157 Oeiras, Portugal.
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21
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Cervera L, Gòdia F, Tarrés-Freixas F, Aguilar-Gurrieri C, Carrillo J, Blanco J, Gutiérrez-Granados S. Production of HIV-1-based virus-like particles for vaccination: achievements and limits. Appl Microbiol Biotechnol 2019; 103:7367-7384. [DOI: 10.1007/s00253-019-10038-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 07/15/2019] [Accepted: 07/16/2019] [Indexed: 12/20/2022]
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22
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Pereira Aguilar P, González-Domínguez I, Schneider TA, Gòdia F, Cervera L, Jungbauer A. At-line multi-angle light scattering detector for faster process development in enveloped virus-like particle purification. J Sep Sci 2019; 42:2640-2649. [PMID: 31169979 PMCID: PMC6771681 DOI: 10.1002/jssc.201900441] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 06/04/2019] [Accepted: 06/04/2019] [Indexed: 12/05/2022]
Abstract
At‐line static light scattering and fluorescence monitoring allows direct in‐process tracking of fluorescent virus‐like particles. We have demonstrated this by coupling at‐line multi‐angle light scattering and fluorescence detectors to the downstream processing of enveloped virus‐like particles. Since light scattering intensity is directly proportional to particle concentration, our strategy allowed a swift identification of product containing fractions and rapid process development. Virus‐like particles containing the Human Immunodeficiency Virus‐1 Gag protein fused to the Green Fluorescence protein were produced in Human Embryonic Kidney 293 cells by transient transfection. A single‐column anion‐exchange chromatography method was used for direct capture and purification. The majority of host‐cell protein impurities passed through the column without binding. Virus‐like particles bound to the column were eluted by linear or step salt gradients. Particles recovered in the step gradient purification were characterized by nanoparticle tracking analysis, size exclusion chromatography coupled to multi‐angle light scattering and fluorescence detectors and transmission electron microscopy. A total recovery of 66% for the fluorescent particles was obtained with a 50% yield in the main product peak. Virus‐like particles were concentrated 17‐fold to final a concentration of 4.45 × 1010 particles/mL. Simple buffers and operation make this process suitable for large scale purposes.
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Affiliation(s)
| | - Irene González-Domínguez
- Department d'Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, Bellaterra, Barcelona, Spain
| | | | - Francesc Gòdia
- Department d'Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, Bellaterra, Barcelona, Spain
| | - Laura Cervera
- Department d'Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, Bellaterra, Barcelona, Spain
| | - Alois Jungbauer
- Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, Austria.,Austrian Centre of Industrial Biotechnology, Vienna, Austria
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González-Domínguez I, Grimaldi N, Cervera L, Ventosa N, Gòdia F. Impact of physicochemical properties of DNA/PEI complexes on transient transfection of mammalian cells. N Biotechnol 2019; 49:88-97. [DOI: 10.1016/j.nbt.2018.09.005] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Revised: 09/24/2018] [Accepted: 09/29/2018] [Indexed: 12/26/2022]
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24
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González-Domínguez I, Cervera L, Gòdia F, Roldán M. Quantitative colocalization analysis of DNA delivery by PEI-mediated cationic polymers in mammalian cells. J Microsc 2018; 273:53-64. [PMID: 30295315 DOI: 10.1111/jmi.12760] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Revised: 08/12/2018] [Accepted: 09/16/2018] [Indexed: 11/30/2022]
Abstract
Although cationic polymers are widely used for DNA delivery, the relationship between the properties of the formed complexes and their biological activity is not fully understood. Here, we propose a novel procedure consisting of superresolved images coupled with quantitative colocalization to analyse DNA release in living cells. This work compares the different workflows available in a quantitative colocalization study of DNA delivery using polyethylenimine as transfection reagent. A nimble workflow with deconvolution in three-dimensional images was developed. Among the different colocalization coefficients, Manders' colocalization coefficient was the best to track the complexes. Results showed that DNA/polyethylenimine complexes were tightly interacting at the time of transfection and their disassembly was observed between 2 and 10 h after their uptake. Heterogenicity was found in the intracellular fate of each complex. At 24 h, some complexes were still present underneath the nuclear envelope. Overall, this study opens the door for particle tracking assessment with three-dimensional imaging at intracellular level. LAY DESCRIPTION: DNA delivery technologies in living cells are of high relevance in the biotechnology field. The transient expression of a gene of interest enables the production of a wide range of new therapeutic candidates for clinical purposes. However, the introduction of an exogenous DNA construct into a cell culture requires the use of certain vehicles that protect the DNA from host cell DNases and deliver it into the cell nucleus. From the different systems available, polyethylenimine (PEI) has been extensively used in transient gene expression strategies for the last three decades. However, the intracellular fate of the formed DNA/PEI complexes and the DNA release from the complexes is still poorly understood. In this work, we propose the application of combined superresolved images through mathematical deconvolution to colocalization studies of DNA/PEI complexes evolution in living mammalian cell cultures. Both specimens were covalently labelled with Cy3 and Cy5 dye, respectively, and the kinetics of its disassembly process within the cells was tracked over the time. Because of the specific features of the formed-complexes, a comparative study of the different colocalization coefficients was performed towards optimizing the analysis of these particles with confocal microscopy. Besides, the 3D imaging of the process allowed the direct visualization of a partial DNA/PEI complexes disassembly and the location of those complexes underneath the nuclear envelope during the cell production phase (24 h after the uptake).
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Affiliation(s)
- I González-Domínguez
- Department d'Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Barcelona, Spain
| | - L Cervera
- Department d'Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Barcelona, Spain
| | - F Gòdia
- Department d'Enginyeria Química Biològica i Ambiental, Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Barcelona, Spain
| | - M Roldán
- Unitat de Microscòpia Confocal, Servei d'Anatomia Patològica, Institut Pediàtric de Malalties Rares. Hospital Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain
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Gutiérrez-Granados S, Cervera L, Kamen AA, Gòdia F. Advancements in mammalian cell transient gene expression (TGE) technology for accelerated production of biologics. Crit Rev Biotechnol 2018; 38:918-940. [DOI: 10.1080/07388551.2017.1419459] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Sonia Gutiérrez-Granados
- Departament d’Enginyeria Química, Biològica i Ambiental, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Laura Cervera
- Department of Bioengineering, McGill University, Montréal, Canada
| | - Amine A. Kamen
- Department of Bioengineering, McGill University, Montréal, Canada
| | - Francesc Gòdia
- Departament d’Enginyeria Química, Biològica i Ambiental, Universitat Autònoma de Barcelona, Barcelona, Spain
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26
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Fuenmayor J, Cervera L, Gutiérrez-Granados S, Gòdia F. Transient gene expression optimization and expression vector comparison to improve HIV-1 VLP production in HEK293 cell lines. Appl Microbiol Biotechnol 2017; 102:165-174. [PMID: 29103166 DOI: 10.1007/s00253-017-8605-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Revised: 10/20/2017] [Accepted: 10/21/2017] [Indexed: 01/01/2023]
Abstract
Transient gene expression (TGE) has been used at small and medium scale for the production of biologicals in sufficient quantities to perform pre-clinical and characterization studies. Polyethyleneimine (PEI)-mediated transfection offers a low toxicity and non-expensive method for cell transfection. DNA and PEI concentration for transient gene expression has been extensively optimized in order to increase product titers. However, the possibility to extrapolate the optimal concentrations found for a specific bioprocess when expression vectors or cell lines need to be changed has not been investigated.In this work, the combination of three different HEK293 cell lines with three different vectors was studied for the production of HIV-1 virus-like particles (VLPs). The concentration of DNA and PEI was optimized for the nine combinations. The obtained results were very similar in all cases (DNA = 2.34 ± 0.18 μg/mL and PEI = 5.81 ± 0.18 μg/mL), revealing that transfection efficiency is not dependent on the cell line or vector type, but on DNA and PEI quantities. Furthermore, two of the cell lines tested stably expressed a protein able to recognize specific origins of replication: HEK293T/SV40 and HEK293E/oriP. Origins of replication were included in the vector sequences in order to test their capacity to increase production titers. HEK293T/SV40 resulted in a decrease of cell density and productivity of 2.3-fold compared to a control plasmid. On the other hand, HEK293E/OriP platform enabled a threefold improvement in HIV-1 VLP production keeping the same cell densities and viabilities compared to a control plasmid.
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Affiliation(s)
- Javier Fuenmayor
- Grup d'Enginyeria Cel·lular i Bioprocés, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona, Spain.
| | - Laura Cervera
- Grup d'Enginyeria Cel·lular i Bioprocés, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona, Spain
| | - Sonia Gutiérrez-Granados
- Grup d'Enginyeria Cel·lular i Bioprocés, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona, Spain
| | - Francesc Gòdia
- Grup d'Enginyeria Cel·lular i Bioprocés, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona, Spain
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