1
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Suk Lee Y, Lee J, Fang K, Gee GV, Rogers B, McNally D, Yoon S. Separation of full, empty, and partial adeno-associated virus capsids via anion-exchange chromatography with continuous recycling and accumulation. J Chromatogr B Analyt Technol Biomed Life Sci 2024; 1242:124206. [PMID: 38908134 DOI: 10.1016/j.jchromb.2024.124206] [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: 04/04/2024] [Revised: 05/28/2024] [Accepted: 06/11/2024] [Indexed: 06/24/2024]
Abstract
The field of recombinant adeno-associated virus (rAAV) gene therapy has attracted increasing attention over decades. Within the ongoing challenges of rAAV manufacturing, the co-production of impurities, such as empty and partial capsids containing no or truncated transgenes, poses a significant challenge. Due to their potential impact on drug efficacy and clinical safety, it is imperative to conduct comprehensive monitoring and characterization of these impurities prior to the release of the final gene therapy product. Nevertheless, existing analytical techniques encounter notable limitations, encompassing low throughput, long turnaround times, high sample consumption, and/or complicated data analysis. Chromatography-based analytical methods are recognized for their current Good Manufacturing Practice (cGMP) alignment, high repeatability, reproducibility, low limit of detection, and rapid turnaround times. Despite these advantages, current anion exchange high pressure liquid chromatography (AEX-HPLC) methods struggle with baseline separation of partial capsids from full and empty capsids, resulting in inaccurate full-to-empty capsid ratio, as partial capsids are obscured within peaks corresponding to empty and full capsids. In this study, we present a unique analytical AEX method designed to characterize not only empty and full capsids but also partial capsids. This method utilizes continuous N-Rich chromatography with recycling between two identical AEX columns for the accumulation and isolation of partial capsids. The development process is comprehensively discussed, covering the preparation of reference materials representing full (rAAV-LacZ), partial (rAAV-GFP), and empty (rAAV-empty) capsids, N-rich method development, fraction analysis, determination of fluorescence response factors between capsid variants, and validation through comparison with other comparative techniques.
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Affiliation(s)
- Yong Suk Lee
- Department of Pharmaceutical Sciences, University of Massachusetts Lowell, Lowell, MA 01854, USA
| | - Jaeweon Lee
- Department of Chemical Engineering, University of Massachusetts Lowell, Lowell, MA 01854, USA
| | - Kun Fang
- MassBiologics, University of Massachusetts Chan Medical School, Mattapan, MA 02126, USA
| | - Gretchen V Gee
- MassBiologics, University of Massachusetts Chan Medical School, Mattapan, MA 02126, USA
| | - Benjamin Rogers
- MassBiologics, University of Massachusetts Chan Medical School, Mattapan, MA 02126, USA
| | - David McNally
- Department of Chemical Engineering, University of Massachusetts Lowell, Lowell, MA 01854, USA; MassBiologics, University of Massachusetts Chan Medical School, Mattapan, MA 02126, USA
| | - Seongkyu Yoon
- Department of Chemical Engineering, University of Massachusetts Lowell, Lowell, MA 01854, USA.
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2
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Liu L, Xu B, Chen L, Liu J, Liu W, Xue F, Feng S, Jiang E, Han M, Shao W, Zhang L, Pei X. An investigation of the immune epitopes of adeno-associated virus capsid-derived peptides among hemophilia patients. Mol Ther Methods Clin Dev 2024; 32:101245. [PMID: 38660620 PMCID: PMC11039395 DOI: 10.1016/j.omtm.2024.101245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 03/29/2024] [Indexed: 04/26/2024]
Abstract
Adeno-associated virus (AAV) is an optimal gene vector for monogenic disorders. However, neutralizing antibodies (Nabs) against AAV hinder its widespread application in gene therapy. In this study, we biosynthesized peptides recognized by the binding antibodies (Babs) from the sera containing high Nab titers against AAV2. We established four immunological methods to detect immune epitopes of the AAV2-derived peptides, including a Bab assay, Nab assay, B cell receptor (BCR) detecting assay, and immunoglobin-producing B cell enzyme-linked immunosorbent spot (B cell ELISpot) assay. Correlations among the epitopes determined by these four methods were analyzed using the serum samples and peripheral blood mononuclear cells (PBMC) from 89 patients with hemophilia A/B. As decoys, the peptides' ability to block the Nab of AAV2 particles was assessed using AAV transduction models both in vitro and in vivo. Overall, we provide insights into AAV2-capsid-derived peptide immune epitopes, involving the Nab, Bab, BCR, and B cell ELISpot assays, offering alternative immunological evaluation approaches and strategies to overcome Nab barriers in AAV-mediated gene therapy.
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Affiliation(s)
- Li Liu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, P.R. China
- Tianjin Institutes of Health Science, Tianjin 300020, P.R. China
| | - Bingqi Xu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, P.R. China
- Tianjin Institutes of Health Science, Tianjin 300020, P.R. China
| | - Lingling Chen
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, P.R. China
- Tianjin Institutes of Health Science, Tianjin 300020, P.R. China
| | - Jia Liu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, P.R. China
- Tianjin Institutes of Health Science, Tianjin 300020, P.R. China
| | - Wei Liu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, P.R. China
- Tianjin Institutes of Health Science, Tianjin 300020, P.R. China
| | - Feng Xue
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, P.R. China
- Tianjin Institutes of Health Science, Tianjin 300020, P.R. China
| | - Sizhou Feng
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, P.R. China
- Tianjin Institutes of Health Science, Tianjin 300020, P.R. China
| | - Erlie Jiang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, P.R. China
- Tianjin Institutes of Health Science, Tianjin 300020, P.R. China
| | - Mingzhe Han
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, P.R. China
- Tianjin Institutes of Health Science, Tianjin 300020, P.R. China
| | - Wenwei Shao
- Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin 300072, P.R. China
| | - Lei Zhang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, P.R. China
- Tianjin Institutes of Health Science, Tianjin 300020, P.R. China
| | - Xiaolei Pei
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, P.R. China
- Tianjin Institutes of Health Science, Tianjin 300020, P.R. China
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3
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Keller WR, Picciano A, Wilson K, Xu J, Khasa H, Wendeler M. Rational downstream development for adeno-associated virus full/empty capsid separation - A streamlined methodology based on high-throughput screening and mechanistic modeling. J Chromatogr A 2024; 1716:464632. [PMID: 38219623 DOI: 10.1016/j.chroma.2024.464632] [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: 07/18/2023] [Revised: 01/03/2024] [Accepted: 01/04/2024] [Indexed: 01/16/2024]
Abstract
Recombinant adeno-associated virus (AAV) has emerged as one of the most promising systems for therapeutic gene delivery and has demonstrated clinical success in a wide range of genetic disorders. However, manufacturing of high-quality AAV in large amounts still remains a challenge. A significant difficulty for downstream processing is the need to remove empty capsids that are generated in all currently utilized expression systems and that represent product-related impurities that adversely affect safety and efficacy of AAV vectors. Empty and full capsids exhibit only subtle differences in surface charge and size, making chromatography-based separations highly challenging. Here, we present a rapid methodology for the systematic process development of the crucial AAV full/empty capsid separation on ion-exchange media based on high-throughput screening and mechanistic modeling. Two of the most commonly employed serotypes, AAV8 and AAV9, are used as case studies. First, high-throughput studies in filter-plate format are performed that allow the rapid and comprehensive study of binding and elution behavior of AAV on different resins, using different buffer systems, pH, salt conditions, and solution additives. Small amounts of separated empty and full AAV capsids are generated by iodixanol gradient centrifugation that allow studying the binding and elution behavior of the two vector species separately in miniaturized format. Process conditions that result in maximum differences in elution behavior between empty and full capsids are then transferred to benchtop chromatography systems that are used to generate calibration data for the estimation of steric mass-action isotherm and mass transport parameters for process simulation. The resulting column models are employed for in-silico process development that serves to enhance understanding of separation constraints and to identify optimized conditions for the removal of empty particles. Finally, optimized separation conditions are verified experimentally. The methodology presented in this work provides a systematic framework that affords mechanistic understanding of the crucial empty/full capsid separation and accelerates the development of a scalable AAV downstream process.
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Affiliation(s)
- William R Keller
- Purification Process Sciences, BioPharmaceuticals Development, R&D, AstraZeneca, Gaithersburg, United States
| | - Angela Picciano
- Purification Process Sciences, BioPharmaceuticals Development, R&D, AstraZeneca, Gaithersburg, United States
| | - Kelly Wilson
- Purification Process Sciences, BioPharmaceuticals Development, R&D, AstraZeneca, Gaithersburg, United States
| | - Jin Xu
- Cell Culture and Fermentation Sciences, BioPharmaceuticals Development, R&D, AstraZeneca, Gaithersburg, United States
| | - Harshit Khasa
- Analytical Sciences, BioPharmaceuticals Development, R&D, AstraZeneca, Gaithersburg, United States
| | - Michaela Wendeler
- Purification Process Sciences, BioPharmaceuticals Development, R&D, AstraZeneca, Gaithersburg, United States.
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4
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Heckel J, Martinez A, Elger C, Haindl M, Leiss M, Ruppert R, Williams C, Hubbuch J, Graf T. Fast HPLC-based affinity method to determine capsid titer and full/empty ratio of adeno-associated viral vectors. Mol Ther Methods Clin Dev 2023; 31:101148. [PMID: 38046198 PMCID: PMC10690635 DOI: 10.1016/j.omtm.2023.101148] [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: 06/02/2023] [Accepted: 10/31/2023] [Indexed: 12/05/2023]
Abstract
Recombinant adeno-associated viruses (rAAVs) are promising gene delivery vectors in the emerging field of in vivo gene therapies. To ensure their consistent quality during manufacturing and process development, multiple analytical techniques have been proposed for the characterization and quantification of rAAV capsids. Despite their indisputable capabilities for performing this task, current analytical methods are rather time-consuming, material intensive, complicated, and costly, restricting their suitability for process development in which time and sample throughput are severe constraints. To eliminate this bottleneck, we introduce here an affinity-based high-performance liquid chromatography method that allows the determination of the capsid titer and the full/empty ratio of rAAVs within less than 5 min. By packing the commercially available AAVX affinity resin into small analytical columns, the rAAV fraction of diverse serotypes can be isolated from process-related impurities and analyzed by UV and fluorescence detection. As demonstrated by both method qualification data and side-by-side comparison with AAV enzyme-linked immunosorbent assay results for rAAV8 samples as well as by experiments using additional rAAV2, rAAV8, and rAAV9 constructs, our approach showed good performance, indicating its potential as a fast, simple and efficient tool for supporting the development of rAAV gene therapies.
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Affiliation(s)
- Jakob Heckel
- Pharma Technical Development Analytics, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Andres Martinez
- Gene Therapy Technical Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Carsten Elger
- Gene Therapy Technical Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Markus Haindl
- Gene Therapy Technical Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Michael Leiss
- Pharma Technical Development Analytics, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Raphael Ruppert
- Gene Therapy Technical Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Chris Williams
- Gene Therapy Technical Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Jürgen Hubbuch
- Institute of Process Engineering in Life Sciences, Section IV: Biomolecular Separation Engineering, Karlsruhe Institute of Technology, 76131 Karlsruhe, Germany
| | - Tobias Graf
- Pharma Technical Development Analytics, Roche Diagnostics GmbH, 82377 Penzberg, Germany
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5
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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: 0] [Impact Index Per Article: 0] [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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6
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Lavoie RA, Zugates JT, Cheeseman AT, Teten MA, Ramesh S, Freeman JM, Swango S, Fitzpatrick J, Joshi A, Hollers B, Debebe Z, Lindgren TK, Kozak AN, Kondeti VK, Bright MK, Yearley EJ, Tracy A, Irwin JA, Guerrero M. Enrichment of adeno-associated virus serotype 5 full capsids by anion exchange chromatography with dual salt elution gradients. Biotechnol Bioeng 2023; 120:2953-2968. [PMID: 37256741 DOI: 10.1002/bit.28453] [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: 11/29/2022] [Revised: 05/03/2023] [Accepted: 05/18/2023] [Indexed: 06/02/2023]
Abstract
Adeno-associated virus-based gene therapies have demonstrated substantial therapeutic benefit for the treatment of genetic disorders. In manufacturing processes, viral capsids are produced with and without the encapsidated gene of interest. Capsids devoid of the gene of interest, or "empty" capsids, represent a product-related impurity. As a result, a robust and scalable method to enrich full capsids is crucial to provide patients with as much potentially active product as possible. Anion exchange chromatography has emerged as a highly utilized method for full capsid enrichment across many serotypes due to its ease of use, robustness, and scalability. However, achieving sufficient resolution between the full and empty capsids is not trivial. In this work, anion exchange chromatography was used to achieve empty and full capsid resolution for adeno-associated virus serotype 5. A salt gradient screen of multiple salts with varied valency and Hofmeister series properties was performed to determine optimal peak resolution and aggregate reduction. Dual salt effects were evaluated on the same product and process attributes to identify any synergies with the use of mixed ion gradients. The modified process provided as high as ≥75% AAV5 full capsids (≥3-fold enrichment based on the percent full in the feed stream) with near baseline separation of empty capsids and achieved an overall vector genome step yield of >65%.
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Affiliation(s)
| | | | | | - Matt A Teten
- BridgeBio Gene Therapy LLC, Raleigh, North Carolina, USA
| | | | | | - Summer Swango
- BridgeBio Gene Therapy LLC, Raleigh, North Carolina, USA
| | | | - Amod Joshi
- BridgeBio Gene Therapy LLC, Raleigh, North Carolina, USA
| | | | | | | | - Amber N Kozak
- BridgeBio Gene Therapy LLC, Raleigh, North Carolina, USA
| | | | - Mary K Bright
- BridgeBio Gene Therapy LLC, Raleigh, North Carolina, USA
| | - Eric J Yearley
- BridgeBio Gene Therapy LLC, Raleigh, North Carolina, USA
| | | | - Jacob A Irwin
- BridgeBio Gene Therapy LLC, Raleigh, North Carolina, USA
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7
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Aebischer MK, Gizardin-Fredon H, Lardeux H, Kochardt D, Elger C, Haindl M, Ruppert R, Guillarme D, D’Atri V. Anion-Exchange Chromatography at the Service of Gene Therapy: Baseline Separation of Full/Empty Adeno-Associated Virus Capsids by Screening of Conditions and Step Gradient Elution Mode. Int J Mol Sci 2022; 23:ijms232012332. [PMID: 36293189 PMCID: PMC9604245 DOI: 10.3390/ijms232012332] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 10/08/2022] [Accepted: 10/13/2022] [Indexed: 11/05/2022] Open
Abstract
Gene therapy is opening unprecedented opportunities for novel therapeutic approaches. Based on the concept of rescuing function mutations by co-expressing the correct gene to allow biological functions to be restored, it requires the use of viral vectors to ensure the proper delivery of therapeutic genes. In this context, recombinant adeno-associated viruses (rAAV) are the most widely used vectors. Their biomanufacturing process requires the insertion of the therapeutic gene into the rAAV (full capsids). However, a percentage of rAAV that do not contain the desired gene (empty capsids), as well as partly filled capsids, might also be produced, potentially impacting the efficiency of the therapy. Therefore, the determination of the rAAV capsids’ full/empty ratio needs to be monitored to ensure consistent product quality and efficacy. Anion-exchange chromatography (AEX) can serve this need. In this contribution, thorough AEX method development, including a mobile phase, a stationary phase and gradient conditions, has highlighted its potential in supporting gene therapy. Taking advantage of the fact that viral capsids follow an “on/off” retention behavior, the application of a step gradient approach to the rAAV serotype 8 (rAAV8) allowed the unprecedented separation of rAAV8 full/empty capsids, with a resolution gain of 3.7 as compared to the resolution obtained with a fully optimized linear gradient. Finally, the developed analytical approach allowed a precise and accurate baseline separation and quantification of full and empty rAAV8 capsids, with the potential to be applied as a high-throughput quality control (QC) method.
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Affiliation(s)
- Megane K. Aebischer
- School of Pharmaceutical Sciences, University of Geneva, CMU—Rue Michel Servet 1, 1211 Geneva, Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, CMU—Rue Michel Servet 1, 1211 Geneva, Switzerland
| | - Hugo Gizardin-Fredon
- School of Pharmaceutical Sciences, University of Geneva, CMU—Rue Michel Servet 1, 1211 Geneva, Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, CMU—Rue Michel Servet 1, 1211 Geneva, Switzerland
| | - Honorine Lardeux
- School of Pharmaceutical Sciences, University of Geneva, CMU—Rue Michel Servet 1, 1211 Geneva, Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, CMU—Rue Michel Servet 1, 1211 Geneva, Switzerland
| | | | - Carsten Elger
- Roche Diagnostics GmbH, Nonnenwald 2, 82377 Penzberg, Germany
| | - Markus Haindl
- Roche Diagnostics GmbH, Nonnenwald 2, 82377 Penzberg, Germany
| | - Raphael Ruppert
- Roche Diagnostics GmbH, Nonnenwald 2, 82377 Penzberg, Germany
| | - Davy Guillarme
- School of Pharmaceutical Sciences, University of Geneva, CMU—Rue Michel Servet 1, 1211 Geneva, Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, CMU—Rue Michel Servet 1, 1211 Geneva, Switzerland
| | - Valentina D’Atri
- School of Pharmaceutical Sciences, University of Geneva, CMU—Rue Michel Servet 1, 1211 Geneva, Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, CMU—Rue Michel Servet 1, 1211 Geneva, Switzerland
- Correspondence:
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8
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Li X, Wei X, Lin J, Ou L. A versatile toolkit for overcoming AAV immunity. Front Immunol 2022; 13:991832. [PMID: 36119036 PMCID: PMC9479010 DOI: 10.3389/fimmu.2022.991832] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 08/17/2022] [Indexed: 12/12/2022] Open
Abstract
Recombinant adeno-associated virus (AAV) is a promising delivery vehicle for in vivo gene therapy and has been widely used in >200 clinical trials globally. There are already several approved gene therapy products, e.g., Luxturna and Zolgensma, highlighting the remarkable potential of AAV delivery. In the past, AAV has been seen as a relatively non-immunogenic vector associated with low risk of toxicity. However, an increasing number of recent studies indicate that immune responses against AAV and transgene products could be the bottleneck of AAV gene therapy. In clinical studies, pre-existing antibodies against AAV capsids exclude many patients from receiving the treatment as there is high prevalence of antibodies among humans. Moreover, immune response could lead to loss of efficacy over time and severe toxicity, manifested as liver enzyme elevations, kidney injury, and thrombocytopenia, resulting in deaths of non-human primates and patients. Therefore, extensive efforts have been attempted to address these issues, including capsid engineering, plasmapheresis, IgG proteases, CpG depletion, empty capsid decoy, exosome encapsulation, capsid variant switch, induction of regulatory T cells, and immunosuppressants. This review will discuss these methods in detail and highlight important milestones along the way.
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Affiliation(s)
- Xuefeng Li
- The Sixth Affiliated Hospital of Guangzhou Medical University, Qingyuan People’s Hospital; State Key Laboratory of Respiratory Disease, Sino-French Hoffmann Institute, School of Basic Medical Sciences, Guangzhou Medical University, Guangzhou, China
- Shenzhen Luohu People’s Hospital, The Third Affiliated Hospital of Shenzhen University, Shenzhen, China
| | - Xiaoli Wei
- Guangzhou Dezheng Biotechnology Co., Ltd., Guangzhou, China
| | - Jinduan Lin
- The Sixth Affiliated Hospital of Guangzhou Medical University, Qingyuan People’s Hospital; State Key Laboratory of Respiratory Disease, Sino-French Hoffmann Institute, School of Basic Medical Sciences, Guangzhou Medical University, Guangzhou, China
| | - Li Ou
- Genemagic Biosciences, Philadelphia, PA, United States
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States
- *Correspondence: Li Ou,
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9
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Colomb-Delsuc M, Raim R, Fiedler C, Reuberger S, Lengler J, Nordström R, Ryner M, Folea IM, Kraus B, Hernandez Bort JA, Sintorn IM. Assessment of the percentage of full recombinant adeno-associated virus particles in a gene therapy drug using CryoTEM. PLoS One 2022; 17:e0269139. [PMID: 35657790 PMCID: PMC9165851 DOI: 10.1371/journal.pone.0269139] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 05/16/2022] [Indexed: 11/18/2022] Open
Abstract
In spite of continuous development of gene therapy vectors with thousands of drug candidates in clinical drug trials there are only a small number approved on the market today stressing the need to have characterization methods to assist in the validation of the drug development process. The level of packaging of the vector capsids appears to play a critical role in immunogenicity, hence an objective quantitative method assessing the content of particles containing a genome is an essential quality measurement. As transmission electron microscopy (TEM) allows direct visualization of the particles present in a specimen, it naturally seems as the most intuitive method of choice for characterizing recombinant adeno-associated virus (rAAV) particle packaging. Negative stain TEM (nsTEM) is an established characterization method for analysing the packaging of viral vectors. It has however shown limitations in terms of reliability. To overcome this drawback, we propose an analytical method based on CryoTEM that unambiguously and robustly determines the percentage of filled particles in an rAAV sample. In addition, we show that at a fixed number of vector particles the portion of filled particles correlates well with the potency of the drug. The method has been validated according to the ICH Q2 (R1) guidelines and the components investigated during the validation are presented in this study. The reliability of nsTEM as a method for the assessment of filled particles is also investigated along with a discussion about the origin of the observed variability of this method.
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Affiliation(s)
| | - Roman Raim
- Baxalta Innovations GmbH, A Part of Takeda Companies, Orth an der Donau, Austria
| | - Christian Fiedler
- Baxalta Innovations GmbH, A Part of Takeda Companies, Orth an der Donau, Austria
| | - Stefan Reuberger
- Baxalta Innovations GmbH, A Part of Takeda Companies, Orth an der Donau, Austria
| | - Johannes Lengler
- Baxalta Innovations GmbH, A Part of Takeda Companies, Orth an der Donau, Austria
| | | | | | | | - Barbara Kraus
- Baxalta Innovations GmbH, A Part of Takeda Companies, Orth an der Donau, Austria
| | | | - Ida-Maria Sintorn
- Vironova AB, Stockholm, Sweden
- Department of Information Technology, Uppsala University, Uppsala, Sweden
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10
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Macrophage Depletion via Clodronate Pretreatment Reduces Transgene Expression from AAV Vectors In Vivo. Viruses 2021; 13:v13102002. [PMID: 34696433 PMCID: PMC8538323 DOI: 10.3390/v13102002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 09/28/2021] [Accepted: 09/30/2021] [Indexed: 01/12/2023] Open
Abstract
Adeno-associated virus is a popular gene delivery vehicle for gene therapy studies. A potential roadblock to widespread clinical adoption is the high vector doses required for efficient transduction in vivo, and the potential for subsequent immune responses that may limit prolonged transgene expression. We hypothesized that the depletion of macrophages via systemic delivery of liposome-encapsulated clodronate would improve transgene expression if given prior to systemic AAV vector administration, as has been shown to be the case with adenoviral vectors. Contrary to our expectations, clodronate liposome pretreatment resulted in significantly reduced transgene expression in the liver and heart, but permitted moderate transduction of the white pulp of the spleen. There was a remarkable localization of transgene expression from the red pulp to the center of the white pulp in clodronate-treated mice compared to untreated mice. Similarly, a greater proportion of transgene expression could be observed in the medulla located in the center of the lymph node in mice treated with clodronate-containing liposomes as compared to untreated mice where transgene expression was localized primarily to the cortex. These results underscore the highly significant role that the immune system plays in influencing the distribution and relative numbers of transduced cells in the context of AAV-mediated gene delivery.
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11
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Meng H, Sorrentino M, Woodcock D, O'Riordan CR, Dhawan V, Verhagen MF, Davies C. Size Exclusion Chromatography with Dual Wavelength Detection as a Sensitive and Accurate Method for Determining the Empty and Full Capsids of Recombinant Adeno-Associated Viral Vectors. Hum Gene Ther 2021; 33:202-212. [PMID: 34445880 DOI: 10.1089/hum.2021.123] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Gene therapy has evolved over the past decade into a promising therapeutic class for treating many intractable diseases. Recombinant adeno-associated virus (AAV) is the most commonly used viral vector for delivering therapeutic genes. Independent of the manufacturing process for AAVs, the clinical materials are inherently heterogeneous and contain both empty and full capsids. Empty capsids can impact the safety and efficacy of AAV products and therefore their level needs to be controlled. Several analytical methods have been reported for this purpose. However, some of these methods have an insufficient assay range, or rely on instruments that cannot be readily implemented in a QC environment. Here, we describe a fast size exclusion chromatography (SEC) assay with dual-wavelength detection (SEC-DW) to directly determine the percent full capsids of AAV samples based on their peak area (PA) ratios. The two detection wavelengths selected to represent encapsidated transgenes and capsid proteins are 260 nm and 230 nm, respectively instead of the conventionally used 260 nm and 280 nm. The use of 230 nm instead of 280 nm to monitor the contribution of the capsid protein results in a linear relationship between the PA260/PA230 ratio and the percent full capsids, unlike the non-linear relationship observed when the PA260/PA280 ratio is used. As a result, the method exhibits a significantly extended assay range (up to 91% full capsids). The accuracy of the SEC-DW method was confirmed by comparing the results obtained against results from orthogonal high-resolution methods such as analytical ultracentrifugation (AUC) and cryo-electron microscopy (Cryo-EM) and excellent agreement was obtained when common samples were analyzed using the different methods. The SEC-DW method runs on a readily accessible HPLC instrument platform, provides much higher assay throughput compared to AUC and electron microscopy (EM), and can be implemented as a release method in a QC environment or used as a rapid screening tool to support process development and product understanding.
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Affiliation(s)
- He Meng
- Sanofi Genzyme, 2194, BioAnalytics, Framingham, Massachusetts, United States;
| | - Michelle Sorrentino
- Sanofi Genzyme, 2194, BioAnalytics, Framingham, Massachusetts, United States;
| | - Denise Woodcock
- Sanofi Genzyme, 2194, Gene Therapy, Framingham, Massachusetts, United States;
| | - Catherine R O'Riordan
- Sanofi, Gene Therapy, Rare Diseases, Framingham, Massachusetts, United States; Catherine.O'
| | - Vijender Dhawan
- Sanofi Genzyme, 2194, BioAnalytics, Framingham, Massachusetts, United States;
| | - Marc F Verhagen
- Sanofi Genzyme, 2194, Bioanalytics, 1 The Mountain Road, Framingham, Massachusetts, United States, 01701;
| | - Claire Davies
- Sanofi Genzyme, 2194, Bioanalytics, 5 The Mountain Road, Framingham, Massachusetts, United States, 01701;
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12
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Joshi PRH, Bernier A, Chahal PS, Kamen A. Development and Validation of an Anion Exchange High-Performance Liquid Chromatography Method for Analysis of Empty Capsids and Capsids Encapsidating Genetic Material in a Purified Preparation of Recombinant Adeno-Associated Virus Serotype 5. Hum Gene Ther 2021; 32:1390-1402. [PMID: 33860673 PMCID: PMC10112873 DOI: 10.1089/hum.2020.317] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
The development of various manufacturing platforms and analytical technologies has substantially contributed to successfully translating the recombinant adeno-associated viral vector from the laboratory to the clinic. The active deployment of these analytical technologies for process and product characterization has helped define critical quality attributes and improve the quality of the clinical grade material. In this article, we report an anion exchange high-performance liquid chromatography (AEX-HPLC) method for relative and as well as absolute quantification of empty capsids (EC) and capsids encapsidating genetic material (CG) in purified preparations of adeno-associated virus (AAV) using serotype 5 as a model. The selection of optimal chromatographic buffer composition and step-gradient elution protocol offered baseline separation of EC and CG in the form of two peaks, as validated with the respective reference standards. The native amino acid fluorescence-based detection offered excellent linearity with a correlation coefficient of 0.9983 over two-log dilutions of the sample. The limit of detection and limit of quantification values associated with the total AAV5 capsid assay are 3.1E + 09 and 9.5E + 09, respectively. AEX-HPLC showed method comparability with the analytical ultracentrifugation (AUC) method for determination of relative proportions of EC and CG, supporting the reported HPLC method as an easy-to-access alternative to AUC with operational simplicity. Moreover, rapid and easy adaptation of this method to AAV8 material also demonstrated the robustness of the proposed approach.
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Affiliation(s)
- Pranav R H Joshi
- Viral Vectors and Vaccine Bioprocessing Group, Department of Bioengineering, McGill University, Montreal, Canada
| | - Alice Bernier
- Viral Vectors and Vaccine Bioprocessing Group, Department of Bioengineering, McGill University, Montreal, Canada
| | - Parminder S Chahal
- Human Health Therapeutics, National Research Council of Canada, Montreal, Canada
| | - Amine Kamen
- Viral Vectors and Vaccine Bioprocessing Group, Department of Bioengineering, McGill University, Montreal, Canada
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13
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Cellular pathways of recombinant adeno-associated virus production for gene therapy. Biotechnol Adv 2021; 49:107764. [PMID: 33957276 DOI: 10.1016/j.biotechadv.2021.107764] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 04/10/2021] [Accepted: 05/01/2021] [Indexed: 12/11/2022]
Abstract
Recombinant adeno-associated viruses (rAAVs) are among the most important vectors for in vivo gene therapies. With the rapid development of gene therapy, current rAAV manufacturing capacity faces a challenge to meet the emerging demand for these therapies in the future. To examine the bottlenecks in rAAV production during cell culture, we focus here on an analysis of cellular pathways of rAAV production, based on an overview of assembly mechanisms first in the wild-type (wt) AAV replication and then in the common methods of rAAV production. The differences analyzed between the wild-type and recombinant systems provide insights into the mechanistic differences that may correlate with viral productivity. Based on these analyses, we identify potential barriers to high productivity of rAAV and discuss future directions for improvement to meet the emerging needs set by the growth of rAAV-based therapy and the needs of patients.
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14
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Khasa H, Kilby G, Chen X, Wang C. Analytical band centrifugation for the separation and quantification of empty and full AAV particles. MOLECULAR THERAPY-METHODS & CLINICAL DEVELOPMENT 2021; 21:585-591. [PMID: 34095342 PMCID: PMC8142049 DOI: 10.1016/j.omtm.2021.04.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 04/21/2021] [Indexed: 12/26/2022]
Abstract
Analytical band centrifugation (ABC) was first developed for the separation of macromolecules in centrifugation cells ~60 years ago. Since its development, ABC has been predominantly utilized to study macromolecular interactions or chemical reactions between two solutions in situ upon mixing. In this current study, we evaluated ABC separations on modern analytical ultracentrifugation (AUC) instruments for therapeutic adeno-associated viruses (AAVs). ABC provided sufficient separation between the genome-containing full AAV particle and the empty AAV capsid, which need to be controlled during the manufacturing process. Because ABC produces a physical separation, no complex algorithm or sophisticated software is needed to process the experimental raw data. ABC profiles, dubbed "centrifugrams", can be analyzed with a similar approach as typically used for electrophoretic separations to produce relative percent area. Sedimentation coefficients (s) of analytes can also be determined from ABC. The relative area percent and s value obtained in ABC experiments were shown to be consistent with those determined by conventional sedimentation velocity AUC (SV-AUC). Additionally, the separation and quantification by ABC were found to be reproducible and did not appear to be sensitive to experimental variations of initial rotor temperature or cell misalignment. The robustness of the separation, ease of data processing, and universal applicability for analysis of different AAV serotypes make ABC a promising technique for routine analysis of empty and full AAV particle composition in therapeutic products.
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Affiliation(s)
- Harshit Khasa
- Analytical Sciences, BioPharmaceuticals Development, BioPharmaceuticals R&D, AstraZeneca, One MedImmune Way, Gaithersburg, MD 20878, USA
| | - Greg Kilby
- Analytical Sciences, BioPharmaceuticals Development, BioPharmaceuticals R&D, AstraZeneca, One MedImmune Way, Gaithersburg, MD 20878, USA
| | - Xiaoyu Chen
- Analytical Sciences, BioPharmaceuticals Development, BioPharmaceuticals R&D, AstraZeneca, One MedImmune Way, Gaithersburg, MD 20878, USA
| | - Chunlei Wang
- Analytical Sciences, BioPharmaceuticals Development, BioPharmaceuticals R&D, AstraZeneca, One MedImmune Way, Gaithersburg, MD 20878, USA
- Corresponding author: Chunlei Wang, PhD, Analytical Sciences, Biopharmaceutical Development, AstraZeneca R&D, One MedImmune Way, Gaithersburg, MD 20878, USA.
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15
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El Andari J, Grimm D. Production, Processing, and Characterization of Synthetic AAV Gene Therapy Vectors. Biotechnol J 2020; 16:e2000025. [PMID: 32975881 DOI: 10.1002/biot.202000025] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 09/13/2020] [Indexed: 12/14/2022]
Abstract
Over the last two decades, gene therapy vectors based on wild-type Adeno-associated viruses (AAV) are safe and efficacious in numerous clinical trials and are translated into three approved gene therapy products. Concomitantly, a large body of preclinical work has illustrated the power and potential of engineered synthetic AAV capsids that often excel in terms of an organ or cell specificity, the efficiency of in vitro or in vivo gene transfer, and/or reactivity with anti-AAV immune responses. In turn, this has created a demand for new, scalable, easy-to-implement, and plug-and-play platform processes that are compatible with the rapidly increasing range of AAV capsid variants. Here, the focus is on recent advances in methodologies for downstream processing and characterization of natural or synthetic AAV vectors, comprising different chromatography techniques and thermostability measurements. To illustrate the breadth of this portfolio, two chimeric capsids are used as representative examples that are derived through forward- or backwards-directed molecular evolution, namely, AAV-DJ and Anc80. Collectively, this ever-expanding arsenal of technologies promises to facilitate the development of the next AAV vector generation derived from synthetic capsids and to accelerate their manufacturing, and to thus boost the field of human gene therapy.
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Affiliation(s)
- Jihad El Andari
- Dept. of Infectious Diseases/Virology, Medical Faculty, University of Heidelberg, 69120, Heidelberg, Germany.,BioQuant, Cluster of Excellence CellNetworks, University of Heidelberg, 69120, Heidelberg, Germany
| | - Dirk Grimm
- Dept. of Infectious Diseases/Virology, Medical Faculty, University of Heidelberg, 69120, Heidelberg, Germany.,BioQuant, Cluster of Excellence CellNetworks, University of Heidelberg, 69120, Heidelberg, Germany.,German Center for Infection Research (DZIF) and German Center for Cardiovascular Research (DZHK), partner site Heidelberg, 69120, Heidelberg, Germany
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16
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Wang C, Mulagapati SHR, Chen Z, Du J, Zhao X, Xi G, Chen L, Linke T, Gao C, Schmelzer AE, Liu D. Developing an Anion Exchange Chromatography Assay for Determining Empty and Full Capsid Contents in AAV6.2. MOLECULAR THERAPY-METHODS & CLINICAL DEVELOPMENT 2019; 15:257-263. [PMID: 31720304 PMCID: PMC6838793 DOI: 10.1016/j.omtm.2019.09.006] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Accepted: 09/19/2019] [Indexed: 12/15/2022]
Abstract
Adeno-associated virus (AAV) vectors are clinically proven gene delivery vehicles that are attracting an increasing amount of attention. Non-genome-containing empty AAV capsids are by-products during AAV production that have been reported to potentially impact AAV product safety and efficacy. Therefore, the presence and amount of empty AAV capsids need to be characterized during process development. Multiple methods have been reported to characterize empty AAV capsid levels, including transmission electron microscopy (TEM), analytical ultracentrifugation (AUC), charge detection mass spectrometry (CDMS), UV spectrophotometry, and measuring capsid and genome copies by ELISA and qPCR. However, these methods may lack adequate accuracy and precision or be challenging to transfer to a quality control (QC) lab due to the difficulty of implementation. In this study, we used AAV serotype 6.2 (AAV6.2) as an example to show the development of a QC-friendly anion exchange chromatography (AEX) assay for the determination of empty and full capsid percentages. The reported assay requires several microliters of material with a minimum titer of 5 × 1011 vg/mL, and it can detect the presence of as low as 2.9% empty capsids in AAV6.2 samples. Additionally, the method is easy to deploy, can be automated, and has been successfully implemented to support testing of various in-process and release samples.
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Affiliation(s)
- Chunlei Wang
- Analytical Sciences, Biopharmaceutical Development, BioPharmaceuticals R&D, AstraZeneca, One MedImmune Way, Gaithersburg, MD 20878, USA
- Corresponding author: Chunlei Wang, PhD, Analytical Sciences, Biopharmaceutical Development, BioPharmaceuticals R&D, AstraZeneca, One MedImmune Way, Gaithersburg, MD 20878, USA.
| | - Sri Hari Raju Mulagapati
- Analytical Sciences, Biopharmaceutical Development, BioPharmaceuticals R&D, AstraZeneca, One MedImmune Way, Gaithersburg, MD 20878, USA
| | - Zhongying Chen
- Analytical Sciences, Biopharmaceutical Development, BioPharmaceuticals R&D, AstraZeneca, One MedImmune Way, Gaithersburg, MD 20878, USA
| | - Jing Du
- Analytical Sciences, Biopharmaceutical Development, BioPharmaceuticals R&D, AstraZeneca, One MedImmune Way, Gaithersburg, MD 20878, USA
| | - Xiaohui Zhao
- Analytical Sciences, Biopharmaceutical Development, BioPharmaceuticals R&D, AstraZeneca, One MedImmune Way, Gaithersburg, MD 20878, USA
| | - Guoling Xi
- Purification Process Sciences, Biopharmaceutical Development, BioPharmaceuticals R&D, AstraZeneca, One MedImmune Way, Gaithersburg, MD 20878, USA
| | - Liyan Chen
- Purification Process Sciences, Biopharmaceutical Development, BioPharmaceuticals R&D, AstraZeneca, One MedImmune Way, Gaithersburg, MD 20878, USA
| | - Thomas Linke
- Purification Process Sciences, Biopharmaceutical Development, BioPharmaceuticals R&D, AstraZeneca, One MedImmune Way, Gaithersburg, MD 20878, USA
| | - Cuihua Gao
- Antibody Discovery and Protein Engineering, R&D, AstraZeneca, One MedImmune Way, Gaithersburg, MD 20878, USA
| | - Albert E. Schmelzer
- Cell Culture and Fermentation Sciences, Biopharmaceutical Development, BioPharmaceuticals R&D, AstraZeneca, One MedImmune Way, Gaithersburg, MD 20878, USA
| | - Dengfeng Liu
- Analytical Sciences, Biopharmaceutical Development, BioPharmaceuticals R&D, AstraZeneca, One MedImmune Way, Gaithersburg, MD 20878, USA
- Corresponding author: Dengfeng Liu, PhD, Analytical Sciences, Biopharmaceutical Development, BioPharmaceuticals R&D, AstraZeneca, One MedImmune Way, Gaithersburg, MD 20878, USA.
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