1
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Schimek A, Ng J, Will F, Hubbuch J. Mechanistic modeling of the elution behavior and convective entrapment of vesicular stomatitis virus on an ion exchange chromatography monolith. J Chromatogr A 2025; 1748:465832. [PMID: 40073642 DOI: 10.1016/j.chroma.2025.465832] [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: 01/14/2025] [Revised: 02/26/2025] [Accepted: 02/27/2025] [Indexed: 03/14/2025]
Abstract
Developing a downstream purification process for replication-competent enveloped virus particles presents a significant challenge. This is largely due to the highly complex particle structures, as well as complexities of emerging purification modalities for such virus particles. In this study, an unexpected fluid-dynamic effect was observed during the elution of enveloped virus particles from an ion exchange chromatography monolith. This effect led to peak tailing and the separation of virus particle subpopulations. Upon considering possible causes, convective entrapment was identified as a plausible explanation. To investigate this effect, a mechanistic modeling approach representing the electrostatic resin interactions and the convective entrapment effect was implemented. The introduced Langmuir approximation of the convective entrapment showed good alignment with reference data from experiments. The model reproduced the retention effect, and furthermore suggested two virus particle populations due to the stronger retention effect on the tailing subpopulation caused by convective entrapment.
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Affiliation(s)
- Adrian Schimek
- ViraTherapeutics GmbH, Bundesstraße 27, 6063 Rum, Austria
| | - Judy Ng
- ViraTherapeutics GmbH, Bundesstraße 27, 6063 Rum, Austria.
| | - Federico Will
- Boehringer Ingelheim Pharma GmbH & Co.KG, Birkendorfer Str. 65, 88397 Biberach, Germany
| | - Jürgen Hubbuch
- Karlsruhe Institute of Technology, Institute of Process Engineering in Life Sciences, Section IV Biomolecular Separation Engineering, Fritz-Haber-Weg 2, 76131 Karlsruhe, Germany.
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2
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Islam T, Oh J, Fortin L, Connors C, Deorkar N. Streamlining viral safety in AAV manufacturing: simultaneous cell lysis and viral inactivation using biodegradable detergents. J Pharm Sci 2025; 114:103761. [PMID: 40107420 DOI: 10.1016/j.xphs.2025.103761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Revised: 03/12/2025] [Accepted: 03/13/2025] [Indexed: 03/22/2025]
Abstract
Ensuring viral safety in biopharmaceutical production is vital for global regulatory standards adherence and safeguarding patients. This study evaluates the efficacy of newly developed biodegradable detergent formulations, designed to comply with regulatory requirements, for inactivating enveloped viruses during the cell lysis step of adeno-associated virus (AAV) production. Virus clearance (VC) studies showed robust inactivation kinetics against Xenotropic Murine Leukemia Virus (XMuLV), achieving a log reduction value (LRV) of ≥5.34 within 30 to 120 min. Comparative testing in crude cell lysate and PBS buffer showed consistent viral inactivation across different matrices, highlighting the versatility of the detergent formulations. Importantly, the detergent composition preserved AAV capsid integrity, and subsequent purification steps, including affinity and ion-exchange chromatography, effectively removed residual detergent. Overall, this study demonstrates the potential of biodegradable detergents to simultaneously facilitate cell lysis and viral inactivation in AAV manufacturing, offering a sustainable alternative that aligns with industry standards.
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Affiliation(s)
- Tuhidul Islam
- Biopharma Production, Avantor Inc., Bridgewater, NJ, United States
| | - Jungmin Oh
- Biopharma Production, Avantor Inc., Bridgewater, NJ, United States
| | - Lori Fortin
- Biopharma Production, Avantor Inc., Bridgewater, NJ, United States
| | - Courtney Connors
- Biopharma Production, Avantor Inc., Bridgewater, NJ, United States
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3
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Bogdanovic A, Donohue N, Glennon B, McDonnell S, Whelan J. Towards a Platform Chromatography Purification Process for Adeno-Associated Virus (AAV). Biotechnol J 2025; 20:e202400526. [PMID: 39817820 DOI: 10.1002/biot.202400526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 12/19/2024] [Accepted: 12/26/2024] [Indexed: 01/18/2025]
Abstract
Adeno-associated virus (AAV) is a versatile viral vector technology that can be engineered for specific functionality in vaccine and gene therapy applications. One of the major challenges in AAV production is the need for a GMP-ready platform-based approach to downstream processing, as this would lead to a standardized method for multiple products. Chromatography has huge potential in AAV purification, as it is a scalable method that would enable manufacturing to a high degree of purity, potency, and consistency. Multiple factors need to be considered when developing a chromatography platform, including the chromatography type, format, and mode of operation, along with other commercial considerations that have not been comprehensively reviewed until now. In addition to chromatography factors, this review will also consider the current understanding of AAV characteristics: this will include net surface charge, structural properties, and size, as well as their interactions with metal ions or receptors, and how this impacts the development of a chromatography platform.
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Affiliation(s)
- Alexandra Bogdanovic
- APC Ltd, Dublin, Ireland
- School of Chemical and Bioprocess Engineering, University College Dublin, Dublin, Ireland
- Synthesis and Solid-State Pharmaceutical Centre (SSPC), Limerick, Ireland
| | | | - Brian Glennon
- APC Ltd, Dublin, Ireland
- School of Chemical and Bioprocess Engineering, University College Dublin, Dublin, Ireland
| | - Susan McDonnell
- School of Chemical and Bioprocess Engineering, University College Dublin, Dublin, Ireland
| | - Jessica Whelan
- School of Chemical and Bioprocess Engineering, University College Dublin, Dublin, Ireland
- Synthesis and Solid-State Pharmaceutical Centre (SSPC), Limerick, Ireland
- Conway Institute of Biomolecular & Biomedical Research, University College Dublin, Dublin, Ireland
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4
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Ahmed MM, Okesanya OJ, Ukoaka BM, Ibrahim AM, Lucero-Prisno DE. Vesicular Stomatitis Virus: Insights into Pathogenesis, Immune Evasion, and Technological Innovations in Oncolytic and Vaccine Development. Viruses 2024; 16:1933. [PMID: 39772239 PMCID: PMC11680291 DOI: 10.3390/v16121933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Revised: 11/22/2024] [Accepted: 12/16/2024] [Indexed: 01/11/2025] Open
Abstract
Vesicular stomatitis virus (VSV) represents a significant advancement in therapeutic medicine, offering unique molecular and cellular characteristics that make it exceptionally suitable for medical applications. The bullet-shaped morphology, RNA genome organization, and cytoplasmic replication strategy provide fundamental advantages for both vaccine development and oncolytic applications. VSV's interaction with host cells through the low-density lipoprotein receptor (LDL-R) and its sophisticated transcriptional regulation mechanisms enables precise control over therapeutic applications. The virus demonstrates remarkable versatility through its rapid replication cycle, robust immune response induction, and natural neurotropism. Recent technological innovations in VSV engineering have led to enhanced safety protocols and improved therapeutic modifications, particularly in cancer treatment. Attenuation strategies have successfully addressed safety concerns while maintaining the therapeutic efficacy of the virus. The molecular and cellular interactions of VSV, particularly its immune modulation capabilities and tumor-selective properties, have proven valuable in the development of targeted therapeutic strategies. This review explores these aspects, while highlighting the continuing evolution of VSV-based therapeutic approaches in precision medicine.
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Affiliation(s)
- Mohamed Mustaf Ahmed
- Faculty of Medicine and Health Sciences, SIMAD University, Mogadishu 252, Somalia
| | - Olalekan John Okesanya
- Department of Medical Laboratory Science, Neuropsychiatric Hospital, Aro, Abeokuta 110101, Nigeria;
| | | | - Adamu Muhammad Ibrahim
- Department of Immunology, School of Medical Laboratory Science, Usmanu Danfodiyo University, Sokoto 840001, Nigeria;
| | - Don Eliseo Lucero-Prisno
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK;
- Research and Innovation Office, Southern Leyte State University, Leyte 6500, Philippines
- Research and Development Office, Biliran Province State University, Biliran 6549, Philippines
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5
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Ale Y, Nainwal N. Exosomes as nanocarrier for Neurotherapy: Journey from application to challenges. J Drug Deliv Sci Technol 2024; 101:106312. [DOI: 10.1016/j.jddst.2024.106312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
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6
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Sarmah D, Husson SM. A Novel Method for Separating Full and Empty Adeno-Associated Viral Capsids Using Ultrafiltration. MEMBRANES 2024; 14:194. [PMID: 39330535 PMCID: PMC11434191 DOI: 10.3390/membranes14090194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Revised: 08/30/2024] [Accepted: 09/10/2024] [Indexed: 09/28/2024]
Abstract
Adeno-associated viral vectors (AAVs) are the predominant viral vectors used for gene therapy applications. A significant challenge in obtaining effective doses is removing non-therapeutic empty viral capsids lacking DNA cargo. Current methods for separating full (gene-containing) and empty capsids are challenging to scale, produce low product yields, are slow, and are difficult to operationalize for continuous biomanufacturing. This communication demonstrates the feasibility of separating full and empty capsids by ultrafiltration. Separation performance was quantified by measuring the sieving coefficients for full and empty capsids using ELISA, qPCR, and an infectivity assay based on the live cell imaging of green fluorescent protein expression. We demonstrated that polycarbonate track-etched membranes with a pore size of 30 nm selectively permeated empty capsids to full capsids, with a high recovery yield (89%) for full capsids. The average sieving coefficients of full and empty capsids obtained through ELISA/qPCR were calculated as 0.25 and 0.49, indicating that empty capsids were about twice as permeable as full capsids. Establishing ultrafiltration as a viable unit operation for separating full and empty AAV capsids has implications for developing the scale-free continuous purification of AAVs.
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Affiliation(s)
- Deepraj Sarmah
- Department of Chemical and Biomolecular Engineering, Clemson University, 127 Earle Hall, Clemson, SC 29634, USA
| | - Scott M Husson
- Department of Chemical and Biomolecular Engineering, Clemson University, 127 Earle Hall, Clemson, SC 29634, USA
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7
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Kish WS, Lightholder J, Zeković T, Berrill A, Roach M, Wellborn WB, Vorst E. Removal of empty capsids from high-dose adeno-associated virus 9 gene therapies. Biotechnol Bioeng 2024; 121:2500-2523. [PMID: 38807330 DOI: 10.1002/bit.28737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 04/27/2024] [Accepted: 04/30/2024] [Indexed: 05/30/2024]
Abstract
Recombinant adeno-associated virus, serotype 9 (rAAV9) has shown promise as a gene therapy vector for muscle and central nervous diseases. High-dose requirements of these therapies present critical safety considerations and biomanufacturing challenges. Notably, the reduction of empty capsids (ECs), which lack therapeutic transgene, from rAAV9 products is critical to maximize efficacy. Removal of rAAV ECs from full capsids is a major downstream challenge because of their highly similar biophysical characteristics. Ultracentrifugation (UC) reduces ECs but is laborious and difficult to scale. In this paper, to replace a poorly scalable UC process, we developed an anion exchange (AEX) chromatography for rAAV9 EC reduction from full capsids. AEX load preparation by dilution incurred major product loss. The addition of histidine and surfactants to dilution buffers increased yield and reduced aggregation. Elution salts were screened and sodium acetate was found to maximize yield and EC reduction. The most promising load dilution buffer and elution salt were used in combination to form an optimized AEX method. The process reduced ECs three-fold, demonstrated robustness to a broad range of EC load challenges, and was scaled for large-scale manufacture. Compared to UC, the AEX method simplified scale-up, reduced ECs to comparable levels (20%), afforded similar purity and product quality, and increased yield by 14%.
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Affiliation(s)
- William S Kish
- Gene Therapy Process Development, Pfizer Inc., Morrisville, North Carolina, USA
| | - John Lightholder
- Gene Therapy Process Development, Pfizer Inc., Morrisville, North Carolina, USA
| | - Tamara Zeković
- Gene Therapy Process Development, Pfizer Inc., Morrisville, North Carolina, USA
| | - Alex Berrill
- Gene Therapy Process Development, Pfizer Inc., Chesterfield, Missouri, USA
| | - Matthew Roach
- Gene Therapy Process Development, Pfizer Inc., Morrisville, North Carolina, USA
| | - William B Wellborn
- Gene Therapy Process Development, Pfizer Inc., Chesterfield, Missouri, USA
| | - Eric Vorst
- Gene Therapy Process Development, Pfizer Inc., Morrisville, North Carolina, USA
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8
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Leach M, Cox C, Wickramasinghe SR, Chwatko M, Bhattacharyya D. Role of Microfiltration Membrane Morphology on Nanoparticle Purification to Enhance Downstream Purification of Viral Vectors. ACS APPLIED BIO MATERIALS 2024; 7:3932-3941. [PMID: 38822810 DOI: 10.1021/acsabm.4c00272] [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] [Indexed: 06/03/2024]
Abstract
In the rapidly advancing realms of gene therapy and biotechnology, the efficient purification of viral vectors is pivotal for ensuring the safety and efficacy of gene therapies. This study focuses on optimizing membrane selection for viral vector purification by evaluating key properties, including porosity, thickness, pore structure, and hydrophilicity. Notably, we employed adeno-associated virus (AAV)-sized nanoparticles (20 nm), 200 nm particles, and bovine serum albumin (BSA) to model viral vector harvesting. Experimental data from constant pressure normal flow filtration (NFF) at 1 and 2 bar using four commercial flat sheet membranes revealed distinct fouling behaviors. Symmetric membranes predominantly showed internal and external pore blockage, while asymmetric membranes formed a cake layer on the surface. Hydrophilicity exhibited a positive correlation with recovery, demonstrating an enhanced recovery with increased hydrophilicity. Membranes with higher porosity and interpore connectivity showcased superior throughput, reduced operating time, and increased recovery. Asymmetric polyether sulfone (PES) membranes emerged as the optimal choice, achieving ∼100% recovery of AAV-sized particles, an ∼44% reduction in model cell debris (200 nm particles), an ∼35% decrease in BSA, and the fastest operating time of all membranes tested. This systematic investigation into fouling behaviors and membrane properties not only informs optimal conditions for viral vector recovery but also lays the groundwork for advancing membrane-based strategies in bioprocessing.
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Affiliation(s)
- Mara Leach
- Department of Chemical and Materials Engineering, University of Kentucky, Lexington, Kentucky 40506, United States
| | - Catherine Cox
- Department of Chemical and Materials Engineering, University of Kentucky, Lexington, Kentucky 40506, United States
| | | | - Malgorzata Chwatko
- Department of Chemical and Materials Engineering, University of Kentucky, Lexington, Kentucky 40506, United States
| | - Dibakar Bhattacharyya
- Department of Chemical and Materials Engineering, University of Kentucky, Lexington, Kentucky 40506, United States
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9
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Schimek A, Ng JK, Basbas I, Martin F, Xin D, Saleh D, Hubbuch J. An HPLC-SEC-based rapid quantification method for vesicular stomatitis virus particles to facilitate process development. Mol Ther Methods Clin Dev 2024; 32:101252. [PMID: 38774583 PMCID: PMC11107205 DOI: 10.1016/j.omtm.2024.101252] [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: 12/18/2023] [Accepted: 04/18/2024] [Indexed: 05/24/2024]
Abstract
Virus particle (VP) quantification plays a pivotal role in the development of production processes of VPs for virus-based therapies. The yield based on total VP count serves as a process performance indicator for evaluating process efficiency and consistency. Here, a label-free particle quantification method for enveloped VPs was developed, with potential applications in oncolytic virotherapy, vaccine development, and gene therapy. The method comprises size-exclusion chromatography (SEC) separation using high-performance liquid chromatography (HPLC) instruments. Ultraviolet (UV) was used for particle quantification and multi-angle light scattering (MALS) for particle characterization. Consistent recoveries of over 97% in the SEC were achieved upon mobile phase screenings and addition of bovine serum albumin (BSA) as sample stabilizer. A calibration curve was generated, and the method's performance and applicability to in-process samples were characterized. The assay's repeatability variation was <1% and its intermediate precision variation was <3%. The linear range of the method spans from 7.08 × 108 to 1.72 × 1011 VP/mL, with a limit of detection (LOD) of 7.72 × 107 VP/mL and a lower limit of quantification (LLOQ) of 4.20 × 108 VP/mL. The method, characterized by its high precision, requires minimal hands-on time and provides same-day results, making it efficient for process development.
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Affiliation(s)
- Adrian Schimek
- ViraTherapeutics GmbH, Bundesstraße 27, 6063 Rum, Austria
| | - Judy K.M. Ng
- ViraTherapeutics GmbH, Bundesstraße 27, 6063 Rum, Austria
| | - Ioannes Basbas
- ViraTherapeutics GmbH, Bundesstraße 27, 6063 Rum, Austria
| | - Fabian Martin
- ViraTherapeutics GmbH, Bundesstraße 27, 6063 Rum, Austria
| | - Dongyue Xin
- Boehringer Ingelheim Pharmaceuticals Inc, 900 Ridgebury Road, Ridgefield, CT 06877, USA
| | - David Saleh
- Boehringer Ingelheim Pharma GmbH & Co. KG, Birkendorfer Str. 65, 88397 Biberach, Germany
| | - Jürgen Hubbuch
- Karlsruhe Institute of Technology, Institute of Process Engineering in Life Sciences, Section IV Biomolecular Separation Engineering, Fritz-Haber-Weg 2, 76131 Karlsruhe, Germany
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10
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Petrović Koshmak I, Jug H, Vrabec K, Mavri A, Novak V, Dekleva P, Fujs V, Leskovec M, Štrancar A. Bridging upstream and downstream for improved adenovirus 5 bioprocess. Electrophoresis 2024; 45:369-379. [PMID: 38059740 DOI: 10.1002/elps.202300131] [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: 06/14/2023] [Revised: 11/06/2023] [Accepted: 11/27/2023] [Indexed: 12/08/2023]
Abstract
Adenoviruses are well-known viral vectors that have been previously used in gene therapy and as a vaccine-delivery vehicle for humans and animals. During the COVID-19 pandemic, it gained renewed attention, but at the same time, it raised concerns due to side effects observed with some of the resulting vaccines administered to patients. It has been indicated that these side effects might be attributed to impurities present in the final product. Therefore, constant enhancement of the vaccine purity and further improvement of impurity detection methods are needed. In this work, we showcase an example of industry-relevant adenovirus bioprocess optimization. Our data show the effect of upstream parameters on the bioburden introduced to the downstream process. We provide an example of process optimization using a combination of the PATfix analytical method, ddPCR, infectivity, total DNA, and total protein analyses to optimize cell density, multiplicity of infection, and length of production. Additionally, we provide data illustrating the robustness of the convective interaction media quaternary amine monolithic chromatography step. This anion exchange strategy was shown to remove over 99% of protein and DNA impurities, including those unable to be addressed by tangential flow filtration, while maintaining high adenovirus recoveries.
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Affiliation(s)
| | - Hana Jug
- Sartorius BIA Separations, Mirce, Ajdovščina, Slovenia
| | - Katja Vrabec
- Sartorius BIA Separations, Mirce, Ajdovščina, Slovenia
| | - Ana Mavri
- Sartorius BIA Separations, Mirce, Ajdovščina, Slovenia
| | | | - Petra Dekleva
- Sartorius BIA Separations, Mirce, Ajdovščina, Slovenia
| | - Veronika Fujs
- Sartorius BIA Separations, Mirce, Ajdovščina, Slovenia
| | - Maja Leskovec
- Sartorius BIA Separations, Mirce, Ajdovščina, Slovenia
| | - Aleš Štrancar
- Sartorius BIA Separations, Mirce, Ajdovščina, Slovenia
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11
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Porello I, Bono N, Candiani G, Cellesi F. Advancing nucleic acid delivery through cationic polymer design: non-cationic building blocks from the toolbox. Polym Chem 2024; 15:2800-2826. [DOI: 10.1039/d4py00234b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2025]
Abstract
The rational integration of non-cationic building blocks into cationic polymers can be devised to enhance the performance of the resulting gene delivery vectors, improving cell targeting behavior, uptake, endosomal escape, toxicity, and transfection efficiency.
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Affiliation(s)
- Ilaria Porello
- Department of Chemistry, Materials and Chemical Engineering “G. Natta”, Politecnico di Milano, Via Luigi Mancinelli 7, 20131, Milan, Italy
| | - Nina Bono
- Department of Chemistry, Materials and Chemical Engineering “G. Natta”, Politecnico di Milano, Via Luigi Mancinelli 7, 20131, Milan, Italy
| | - Gabriele Candiani
- Department of Chemistry, Materials and Chemical Engineering “G. Natta”, Politecnico di Milano, Via Luigi Mancinelli 7, 20131, Milan, Italy
| | - Francesco Cellesi
- Department of Chemistry, Materials and Chemical Engineering “G. Natta”, Politecnico di Milano, Via Luigi Mancinelli 7, 20131, Milan, Italy
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12
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Di W, Koczera K, Zhang P, Chen DP, Warren JC, Huang C. Improved adeno-associated virus empty and full capsid separation using weak partitioning multi-column AEX chromatography. Biotechnol J 2024; 19:e2300245. [PMID: 38013662 DOI: 10.1002/biot.202300245] [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: 05/25/2023] [Revised: 09/10/2023] [Accepted: 11/16/2023] [Indexed: 11/29/2023]
Abstract
Recombinant adeno-associated virus (rAAV) empty and full capsid separation has been a topic of interest in the rAAV gene therapy community for many years and the anion exchange chromatography (AEX) step has undergone various process optimizations to improve rAAV empty capsid separation, including AEX stationary phase, mobile phase, and process parameters. Here, we present a new AEX method that employs both weak partitioning chromatography (WPC) and multi-column chromatography (MCC) to achieve improved full rAAV percentage in the AEX pool. The WPC technology allows empty rAAV to be displaced by full rAAV during loading, while the MCC technology enables parallel column processing which further increases AEX step productivity. Our results show that, compared to baseline AEX batch chromatography, the AEX-WPC-MCC method demonstrated improvements in both AEX pool full rAAV percentage (∼ 20% increase) and rAAV genome recovery (∼ 20% increase). As a result, the productivity (full capsid generated per liter of AEX column per hour of processing time) of the AEX step increased by ∼34-fold from the baseline AEX batch run to the AEX-WPC-MCC run. It is foreseeable that this AEX-WPC-MCC method could find applications in large-scale rAAV manufacturing processes to improve AEX yield and reduce the cost of goods of rAAV manufacturing.
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Affiliation(s)
- Wenjun Di
- Pharmaceutical Development, Ultragenyx Pharmaceutical Inc., Woburn, Massachusetts, USA
| | - Kyle Koczera
- Pharmaceutical Development, Ultragenyx Pharmaceutical Inc., Woburn, Massachusetts, USA
| | - Peilun Zhang
- Pharmaceutical Development, Ultragenyx Pharmaceutical Inc., Woburn, Massachusetts, USA
| | - Dennis P Chen
- Pharmaceutical Development, Ultragenyx Pharmaceutical Inc., Woburn, Massachusetts, USA
| | - James C Warren
- Pharmaceutical Development, Ultragenyx Pharmaceutical Inc., Woburn, Massachusetts, USA
| | - Chao Huang
- Pharmaceutical Development, Ultragenyx Pharmaceutical Inc., Woburn, Massachusetts, USA
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13
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Kilgore R, Minzoni A, Shastry S, Smith W, Barbieri E, Wu Y, LeBarre JP, Chu W, O'Brien J, Menegatti S. The downstream bioprocess toolbox for therapeutic viral vectors. J Chromatogr A 2023; 1709:464337. [PMID: 37722177 DOI: 10.1016/j.chroma.2023.464337] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 08/24/2023] [Accepted: 08/27/2023] [Indexed: 09/20/2023]
Abstract
Viral vectors are poised to acquire a prominent position in modern medicine and biotechnology owing to their role as delivery agents for gene therapies, oncolytic agents, vaccine platforms, and a gateway to engineer cell therapies as well as plants and animals for sustainable agriculture. The success of viral vectors will critically depend on the availability of flexible and affordable biomanufacturing strategies that can meet the growing demand by clinics and biotech companies worldwide. In this context, a key role will be played by downstream process technology: while initially adapted from protein purification media, the purification toolbox for viral vectors is currently undergoing a rapid expansion to fit the unique biomolecular characteristics of these products. Innovation efforts are articulated on two fronts, namely (i) the discovery of affinity ligands that target adeno-associated virus, lentivirus, adenovirus, etc.; (ii) the development of adsorbents with innovative morphologies, such as membranes and 3D printed monoliths, that fit the size of viral vectors. Complementing these efforts are the design of novel process layouts that capitalize on novel ligands and adsorbents to ensure high yield and purity of the product while safeguarding its therapeutic efficacy and safety; and a growing panel of analytical methods that monitor the complex array of critical quality attributes of viral vectors and correlate them to the purification strategies. To help explore this complex and evolving environment, this study presents a comprehensive overview of the downstream bioprocess toolbox for viral vectors established in the last decade, and discusses present efforts and future directions contributing to the success of this promising class of biological medicines.
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Affiliation(s)
- Ryan Kilgore
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27695, United States.
| | - Arianna Minzoni
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27695, United States
| | - Shriarjun Shastry
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27695, United States; Biomanufacturing Training and Education Center (BTEC), North Carolina State University, Raleigh, NC 27695, United States
| | - Will Smith
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27695, United States
| | - Eduardo Barbieri
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27695, United States
| | - Yuxuan Wu
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27695, United States
| | - Jacob P LeBarre
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27695, United States
| | - Wenning Chu
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27695, United States
| | - Juliana O'Brien
- Department of Chemistry, North Carolina State University, Raleigh, NC 27695, United States
| | - Stefano Menegatti
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27695, United States; Biomanufacturing Training and Education Center (BTEC), North Carolina State University, Raleigh, NC 27695, United States; North Carolina Viral Vector Initiative in Research and Learning, North Carolina State University, Raleigh, NC 27695, United States
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14
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Fu Q, Polanco A, Lee YS, Yoon S. Critical challenges and advances in recombinant adeno-associated virus (rAAV) biomanufacturing. Biotechnol Bioeng 2023; 120:2601-2621. [PMID: 37126355 DOI: 10.1002/bit.28412] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 03/27/2023] [Accepted: 04/19/2023] [Indexed: 05/02/2023]
Abstract
Gene therapy is a promising therapeutic approach for genetic and acquired diseases nowadays. Among DNA delivery vectors, recombinant adeno-associated virus (rAAV) is one of the most effective and safest vectors used in commercial drugs and clinical trials. However, the current yield of rAAV biomanufacturing lags behind the necessary dosages for clinical and commercial use, which embodies a concentrated reflection of low productivity of rAAV from host cells, difficult scalability of the rAAV-producing bioprocess, and high levels of impurities materialized during production. Those issues directly impact the price of gene therapy medicine in the market, limiting most patients' access to gene therapy. In this context, the current practices and several critical challenges associated with rAAV gene therapy bioprocesses are reviewed, followed by a discussion of recent advances in rAAV-mediated gene therapy and other therapeutic biological fields that could improve biomanufacturing if these advances are integrated effectively into the current systems. This review aims to provide the current state-of-the-art technology and perspectives to enhance the productivity of rAAV while reducing impurities during production of rAAV.
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Affiliation(s)
- Qiang Fu
- Department of Biomedical Engineering and Biotechnology, The University of Massachusetts Lowell, Lowell, Massachusetts, USA
| | - Ashli Polanco
- Department of Chemical Engineering, The University of Massachusetts Lowell, Lowell, Massachusetts, USA
| | - Yong Suk Lee
- Department of Pharmaceutical Sciences, The University of Massachusetts Lowell, Lowell, Massachusetts, USA
| | - Seongkyu Yoon
- Department of Chemical Engineering, The University of Massachusetts Lowell, Lowell, Massachusetts, USA
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15
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Lothert K, Wolff MW. Affinity and Pseudo-Affinity Membrane Chromatography for Viral Vector and Vaccine Purifications: A Review. MEMBRANES 2023; 13:770. [PMID: 37755191 PMCID: PMC10537005 DOI: 10.3390/membranes13090770] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 08/11/2023] [Accepted: 08/29/2023] [Indexed: 09/28/2023]
Abstract
Several chromatographic approaches have been established over the last decades for the production of pharmaceutically relevant viruses. Due to the large size of these products compared to other biopharmaceuticals, e.g., proteins, convective flow media have proven to be superior to bead-based resins in terms of process productivity and column capacity. One representative of such convective flow materials is membranes, which can be modified to suit the particular operating principle and are also suitable for economical single-use applications. Among the different membrane variants, affinity surfaces allow for the most selective separation of the target molecule from other components in the feed solution, especially from host cell-derived DNA and proteins. A successful membrane affinity chromatography, however, requires the identification and implementation of ligands, which can be applied economically while at the same time being stable during the process and non-toxic in the case of any leaching. This review summarizes the current evaluation of membrane-based affinity purifications for viruses and virus-like particles, including traditional resin and monolith approaches and the advantages of membrane applications. An overview of potential affinity ligands is given, as well as considerations of suitable affinity platform technologies, e.g., for different virus serotypes, including a description of processes using pseudo-affinity matrices, such as sulfated cellulose membrane adsorbers.
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Affiliation(s)
| | - Michael W. Wolff
- Institute of Bioprocess Engineering and Pharmaceutical Technology, Department Life Science Engineering, University of Applied Sciences Mittelhessen (THM), 35390 Giessen, Germany
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16
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Swartz AR, Shieh Y, Gulasarian A, Curtis E, Hofmann CF, Baker JB, Templeton N, Olson JW. Glutathione affinity chromatography for the scalable purification of an oncolytic virus immunotherapy from microcarrier cell culture. Front Bioeng Biotechnol 2023; 11:1193454. [PMID: 37397964 PMCID: PMC10310922 DOI: 10.3389/fbioe.2023.1193454] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 05/31/2023] [Indexed: 07/04/2023] Open
Abstract
Therapeutic viral vectors are an emerging technology with several clinical applications in gene therapy, vaccines, and immunotherapy. Increased demand has required the redevelopment of conventional, low-throughput cell culture and purification manufacturing methods such as static cell stacks and ultracentrifugation. In this work, scalable methods were investigated for the manufacture of an oncolytic virus immunotherapy application consisting of a prototype strain of coxsackievirus A21 (CVA21) produced in adherent MRC-5 cells. Cell culture was established in stirred-tank microcarrier bioreactors, and an efficient affinity chromatography method was developed for the purification of harvested CVA21 through binding of the viral capsids to an immobilized glutathione (GSH) ligand. Bioreactor temperature during infection was investigated to maximize titer, and a decrease in temperature from 37°C to 34°C yielded a two-three-fold increase in infectivity. After purification of the 34°C harvests, the GSH affinity chromatography elution not only maintained a >two-fold increase in infectivity and viral genomes but also increased the proportion of empty capsids compared to 37°C harvests. Using material generated from both infection temperature setpoints, chromatographic parameters and mobile phase compositions were studied at the laboratory scale to maximize infectious particle yields and cell culture impurity clearance. Empty capsids that co-eluted with full capsids from 34°C infection temperature harvests were poorly resolved across the conditions tested, but subsequent polishing anion exchange and cation exchange chromatography steps were developed to clear residual empty capsids and other impurities. Oncolytic CVA21 production was scaled-up 75-fold from the laboratory scale and demonstrated across seven batches in 250 L single-use microcarrier bioreactors and purified with customized, prepacked, single-use 1.5 L GSH affinity chromatography columns. The large-scale bioreactors controlled at 34°C during infection maintained a three-fold increase in productivity in the GSH elution, and excellent clearance of host cell and media impurities was observed across all batches. This study presents a robust method for the manufacture of an oncolytic virus immunotherapy application that may be implemented for the scalable production of other viruses and viral vectors which interact with glutathione.
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Affiliation(s)
- Andrew R. Swartz
- Process Research and Development, Merck & Co., Inc., Rahway, NJ, United States
| | - Yvonne Shieh
- Process Research and Development, Merck & Co., Inc., Rahway, NJ, United States
| | - Amanda Gulasarian
- Process Research and Development, Merck & Co., Inc., Rahway, NJ, United States
| | - Erik Curtis
- Process Research and Development, Merck & Co., Inc., Rahway, NJ, United States
| | - Carl F. Hofmann
- Analytical Research and Development, Merck & Co., Inc., Rahway, NJ, United States
| | - Jack B. Baker
- Analytical Research and Development, Merck & Co., Inc., Rahway, NJ, United States
| | - Neil Templeton
- Process Research and Development, Merck & Co., Inc., Rahway, NJ, United States
| | - Jessica W. Olson
- Process Research and Development, Merck & Co., Inc., Rahway, NJ, United States
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17
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Neto S, Mendes JP, Santos SBD, Solbrand A, Carrondo MJT, Peixoto C, Silva RJS. Efficient adeno-associated virus serotype 5 capture with affinity functionalized nanofiber adsorbents. Front Bioeng Biotechnol 2023; 11:1183974. [PMID: 37260828 PMCID: PMC10229133 DOI: 10.3389/fbioe.2023.1183974] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 04/27/2023] [Indexed: 06/02/2023] Open
Abstract
Adeno-associated viruses (AAVs) are one of the most promising tools for gene therapy applications. These vectors are purified using affinity and ion exchange chromatography, typically using packed beds of resin adsorbents. This leads to diffusion and pressure drop limitations that affect process productivity. Due to their high surface area and porosity, electrospun nanofiber adsorbents offer mass transfer and flow rate advantages over conventional chromatographic media. The present work investigated the use of affinity cellulose-based nanofiber adsorbents for adeno-associated virus serotype 5 (AAV5) capture, evaluating dynamic binding capacity, pressure drop, and AAV5 recovery at residence times (RT) less than 5 s. The dynamic binding capacity was found to be residence time-dependent, but nevertheless higher than 1.0 × 1014 TP mL-1 (RT = 1.6 s), with a pressure drop variation of 0.14 MPa obtained after loading more than 2,000 column volumes of clarified AAV5 feedstock. The single affinity chromatography purification step using these new affinity adsorbents resulted in 80% virus recovery, with the removal of impurities comparable to that of bead-based affinity adsorbents. The high binding capacity, virus recovery and reduced pressure drop observed at residence times in the sub-minute range can potentially eliminate the need for prior concentration steps, thereby reducing the overall number of unit operations, process time and costs.
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Affiliation(s)
- Salomé Neto
- iBET, Instituto de Biologia Experimental e Tecnológica, Oeiras, Portugal
- ITQB NOVA, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Oeiras, Portugal
| | - João P. Mendes
- iBET, Instituto de Biologia Experimental e Tecnológica, Oeiras, Portugal
- ITQB NOVA, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Oeiras, Portugal
| | | | | | | | - Cristina Peixoto
- iBET, Instituto de Biologia Experimental e Tecnológica, Oeiras, Portugal
- ITQB NOVA, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Oeiras, Portugal
| | - Ricardo J. S. Silva
- iBET, Instituto de Biologia Experimental e Tecnológica, Oeiras, Portugal
- ITQB NOVA, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Oeiras, Portugal
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18
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Heldt CL, Areo O, Joshi PU, Mi X, Ivanova Y, Berrill A. Empty and Full AAV Capsid Charge and Hydrophobicity Differences Measured with Single-Particle AFM. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2023; 39:5641-5648. [PMID: 37040364 PMCID: PMC10135413 DOI: 10.1021/acs.langmuir.2c02643] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 03/22/2023] [Indexed: 05/07/2023]
Abstract
Adeno-associated virus (AAV) is showing promise as a therapy for diseases that contain a single-gene deletion or mutation. One major scale-up challenge is the removal of empty or non-gene of interest containing AAV capsids. Analytically, the empty capsids can be separated from full capsids using anion exchange chromatography. However, when scaled up to manufacturing, the minute changes in conductivity are difficult to consistently obtain. To better understand the differences in the empty and full AAV capsids, we have developed a single-particle atomic force microscopy (AFM) method to measure the differences in the charge and hydrophobicity of AAV capsids at the single-particle level. The atomic force microscope tip was functionalized with either a charged or a hydrophobic molecule, and the adhesion force between the functionalized atomic force microscope tip and the virus was measured. We measured a change in the charge and hydrophobicity between empty and full AAV2 and AAV8 capsids. The charge and hydrophobicity differences between AAV2 and AAV8 are related to the distribution of charge on the surface and not the total charge. We propose that the presence of nucleic acids inside the capsid causes minor but measurable changes in the capsid structure that lead to measurable surface changes in charge and hydrophobicity.
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Affiliation(s)
- Caryn L. Heldt
- Department
of Chemical Engineering, Michigan Technological
University, Houghton, Michigan 49931, United States
- Health
Research Institute, Michigan Technological
University, Houghton, Michigan 49931, United
States
| | - Oluwatoyin Areo
- Department
of Chemical Engineering, Michigan Technological
University, Houghton, Michigan 49931, United States
- Health
Research Institute, Michigan Technological
University, Houghton, Michigan 49931, United
States
| | - Pratik U. Joshi
- Department
of Chemical Engineering, Michigan Technological
University, Houghton, Michigan 49931, United States
- Health
Research Institute, Michigan Technological
University, Houghton, Michigan 49931, United
States
| | - Xue Mi
- Department
of Chemical Engineering, Michigan Technological
University, Houghton, Michigan 49931, United States
| | - Yulia Ivanova
- Gene
Therapy Process Development, Bioprocess Research and Development, Biotherapeutics Pharmaceutical Sciences, Pfizer, Chesterfield, Missouri 63017, United States
| | - Alex Berrill
- Gene
Therapy Process Development, Bioprocess Research and Development, Biotherapeutics Pharmaceutical Sciences, Pfizer, Chesterfield, Missouri 63017, United States
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19
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Canova CT, Inguva PK, Braatz RD. Mechanistic modeling of viral particle production. Biotechnol Bioeng 2023; 120:629-641. [PMID: 36461898 DOI: 10.1002/bit.28296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Revised: 11/29/2022] [Accepted: 11/30/2022] [Indexed: 12/05/2022]
Abstract
Viral systems such as wild-type viruses, viral vectors, and virus-like particles are essential components of modern biotechnology and medicine. Despite their importance, the commercial-scale production of viral systems remains highly inefficient for multiple reasons. Computational strategies are a promising avenue for improving process development, optimization, and control, but require a mathematical description of the system. This article reviews mechanistic modeling strategies for the production of viral particles, both at the cellular and bioreactor scales. In many cases, techniques and models from adjacent fields such as epidemiology and wild-type viral infection kinetics can be adapted to construct a suitable process model. These process models can then be employed for various purposes such as in-silico testing of novel process operating strategies and/or advanced process control.
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Affiliation(s)
- Christopher T Canova
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Pavan K Inguva
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Richard D Braatz
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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20
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Sonugür FG, Babahan C, Abdi Abgarmi S, Akbulut H. Incubation Temperature and Period During Denarase Treatment and Microfiltration Affect the Yield of Recombinant Adenoviral Vectors During Downstream Processing. Mol Biotechnol 2022:10.1007/s12033-022-00616-8. [PMID: 36451062 PMCID: PMC9713150 DOI: 10.1007/s12033-022-00616-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Accepted: 11/16/2022] [Indexed: 12/03/2022]
Abstract
Adenoviral vectors (AV) are commonly used as vaccine and gene therapy vehicles because of their ease of construction, ability to grow to high titers in the large-scale production process, and safety for human applications. However, the efficiency rate of downstream processes for adenoviral vectors still varies greatly. In the current study, we aimed to investigate the effect of the downstream treatment protocol and microfiltration of the harvested upstream material on viral vector yield. We compared the performance of the repeated freeze-thaw (RFT) and the Tween-20 detergent lysis (DLT) methods. In addition, the effects of the cell lysis method, incubation temperature, and time on viral yield were investigated. The samples were incubated at either room temperature or 37 °C for 1-, 2-, and 4-h periods. Samples were filtered with PES and SFCA membrane. Virus yield and infectivity were assayed by qPCR and immuno-titration. In conclusion, our results suggest that 2-h incubation gives the best results when incubated at 37 °C for denarase activity when Tween-20 is used for virus recovery. If the room temperature is preferred, 4-h incubation could be preferred. A phase 1 clinical trial (NCT05526183, January 21, 2022) was started with the recombinant adenovirus used in the study.
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Affiliation(s)
- Fatma Gizem Sonugür
- Department of Tumor Biology, Cancer Research Institute, Ankara University, Ankara, Turkey
| | - Cansu Babahan
- Department of Tumor Biology, Cancer Research Institute, Ankara University, Ankara, Turkey
| | - Samira Abdi Abgarmi
- Department of Tumor Biology, Cancer Research Institute, Ankara University, Ankara, Turkey
| | - Hakan Akbulut
- Department of Tumor Biology, Cancer Research Institute, Ankara University, Ankara, Turkey ,Department of Medical Oncology, School of Medicine, Ankara University, Ankara, Turkey
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21
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Gautam S, Xin D, Garcia AP, Spiesschaert B. Single-step rapid chromatographic purification and characterization of clinical stage oncolytic VSV-GP. Front Bioeng Biotechnol 2022; 10:992069. [PMID: 36394051 PMCID: PMC9649487 DOI: 10.3389/fbioe.2022.992069] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 10/13/2022] [Indexed: 09/14/2023] Open
Abstract
Purification of viruses, especially for therapeutic purposes, is a tedious and challenging task. The challenges arise due to the size and surface complexity of the virus particles. VSV-GP is a promising oncolytic virus, which has been approved for phase I clinical trials by the Food and Drug Administration (FDA) of United States and Paul Ehrlich Institute (PEI) of Germany. The virus particles of VSV-GP are larger in size than vectors commonly used for gene therapy (e.g., adenovirus, adeno-associated virus, etc.). The current established proprietary clinical-grade manufacturing process for the purification of VSV-GP encompasses several chromatographic and non-chromatographic steps. In this study, we describe a new single-step purification process for the purification of VSV-GP virus, using cation exchange convective flow column with relatively higher yields. The purified virus was characterized for its quality attributes using TCID50 assay (for viral infectivity), host cell protein contaminant ELISA, SDS-PAGE, size exclusion chromatography (SEC), and cryo-electron microscopy. Furthermore, the purified viral therapeutic material was tested in vivo for its efficacy and safety. All these characterization methods demonstrated a therapeutic virus preparation of high purity and yield, which can be readily used for various studies.
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Affiliation(s)
- Saurabh Gautam
- Boehringer Ingelheim International GmbH, Ingelheim, Germany
- ViraTherapeutics GmbH, Rum, Austria
| | - Dongyue Xin
- Boehringer Ingelheim Pharmaceutical, Inc., Ridgefield, CT, United States
| | - Alan Pardo Garcia
- Boehringer Ingelheim International GmbH, Ingelheim, Germany
- ViraTherapeutics GmbH, Rum, Austria
| | - Bart Spiesschaert
- Boehringer Ingelheim International GmbH, Ingelheim, Germany
- ViraTherapeutics GmbH, Rum, Austria
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22
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Ouimet JA, Xu J, Flores‐Hansen C, Phillip WA, Boudouris BW. Design Considerations for Next‐Generation Polymer Sorbents: From Polymer Chemistry to Device Configurations. MACROMOL CHEM PHYS 2022. [DOI: 10.1002/macp.202200032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Jonathan Aubuchon Ouimet
- Department of Chemical and Biomolecular Engineering University of Notre Dame Notre Dame Indiana 46566 United States
| | - Jialing Xu
- Department of Chemical and Biomolecular Engineering University of Notre Dame Notre Dame Indiana 46566 United States
| | - Carsten Flores‐Hansen
- Department of Chemistry Purdue University West Lafayette Indiana 47907 United States
| | - William A. Phillip
- Department of Chemical and Biomolecular Engineering University of Notre Dame Notre Dame Indiana 46566 United States
| | - Bryan W. Boudouris
- Department of Chemistry Purdue University West Lafayette Indiana 47907 United States
- Charles D. Davidson School of Chemical Engineering Purdue University West Lafayette Indiana 47907 United States
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