1
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Yamaguchi Y, Shimojo S, Shibuya R, Bandoh K, Matsushita A, Fukuhara M, Tsunaka Y, Torisu T, Uchiyama S. Direct Identification and Quantification of Recombinant Adeno-Associated Virus in Crude Cell Lysate and Conditioned Medium by Mass Photometry. Anal Chem 2025; 97:10405-10416. [PMID: 40326171 PMCID: PMC12096344 DOI: 10.1021/acs.analchem.5c00793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2025] [Revised: 04/24/2025] [Accepted: 04/25/2025] [Indexed: 05/07/2025]
Abstract
Recombinant adeno-associated virus (rAAV) has attracted attention as a gene therapy vector. Monitoring the percentage of full particles (FPs) to the sum of empty particles (EPs) and FPs (F/E ratio) is required to optimize the rAAV production conditions; however, there is a lack of analytical methods to identify FPs and EPs and quantify the F/E ratio of rAAV without purification. Here, we established a direct analysis method for identifying FPs and EPs and quantifying the F/E ratio and genomic titer of unpurified rAAV in crude cell lysate and conditioned medium by mass photometry (MP). MP can detect the events of both molecules that bind to the glass surface and molecules that unbind from the glass surface. Few unbinding molecules were detected in the cell lysate and conditioned medium, but unbinding particles were as prevalent as binding particles in rAAV. By analyzing the unbinding side of the histogram, the F/E ratio of rAAV in the cell lysate was directly quantified with accuracy comparable to that of purified rAAV, which showed there was no interference from impurities. The genomic titer of rAAV in cell lysate was also estimated using particle counts of the unbinding side. This method can successfully determine the F/E ratio and estimate genomic titers of rAAV in crude cell lysate and conditioned medium during the manufacturing process. Direct quantification by MP is a convenient, rapid, and accurate method for quantifying unpurified rAAV and will be useful for improving rAAV production processes, for example, by screening manufacturing conditions.
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Affiliation(s)
- Yuki Yamaguchi
- Department
of Biotechnology, Graduate School of Engineering, The University of Osaka, 2-1 Yamadaoka, Suita, Osaka565-0871, Japan
| | - Saki Shimojo
- Department
of Biotechnology, Graduate School of Engineering, The University of Osaka, 2-1 Yamadaoka, Suita, Osaka565-0871, Japan
| | - Risa Shibuya
- Department
of Biotechnology, Graduate School of Engineering, The University of Osaka, 2-1 Yamadaoka, Suita, Osaka565-0871, Japan
| | - Karin Bandoh
- Department
of Biotechnology, Graduate School of Engineering, The University of Osaka, 2-1 Yamadaoka, Suita, Osaka565-0871, Japan
| | | | - Mitsuko Fukuhara
- Department
of Biotechnology, Graduate School of Engineering, The University of Osaka, 2-1 Yamadaoka, Suita, Osaka565-0871, Japan
- U-Medico
Inc., 2-1 Yamadaoka, Suita, Osaka565-0871, Japan
| | - Yasuo Tsunaka
- Department
of Biotechnology, Graduate School of Engineering, The University of Osaka, 2-1 Yamadaoka, Suita, Osaka565-0871, Japan
| | - Tetsuo Torisu
- Department
of Biotechnology, Graduate School of Engineering, The University of Osaka, 2-1 Yamadaoka, Suita, Osaka565-0871, Japan
| | - Susumu Uchiyama
- Department
of Biotechnology, Graduate School of Engineering, The University of Osaka, 2-1 Yamadaoka, Suita, Osaka565-0871, Japan
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2
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Yarawsky AE, Lopez PC, Walter J, DeLion MT, Paul LN. A Fundamental Approach to Buoyant Density Determination by DGE-AUC. Anal Biochem 2025:115907. [PMID: 40403948 DOI: 10.1016/j.ab.2025.115907] [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: 04/30/2025] [Accepted: 05/19/2025] [Indexed: 05/24/2025]
Abstract
Density gradient equilibrium analytical ultracentrifugation (DGE-AUC) was first introduced in 1957. The method saw significant use over the following decade. Since then, DGE-AUC has been used by polymer and genomic DNA fields. Emerging medicine has revived interest in the technique for characterization of cell and gene therapeutics. While several model-dependent approaches exist to determine density at any point along a density gradient at equilibrium, there is ample evidence in the vast density gradient literature that indicates the presence of pressure effects, solvent compressibility, and general nonideal behavior of the gradient medium that are not easily accounted for in models describing the density gradient. These complications mandated the general use of reference materials and standard conditions. With an interest in buoyant density determination for particles of various composition, an approach that does not rely on standards is desirable. The current manuscript details a fundamental model-independent method for determination of buoyant density by DGE-AUC. An examination of this novel method is presented in the context of NISTmAb and DNA in a CsCl gradient, as well as polystyrene beads in a sucrose gradient. The method described herein is broadly applicable to determine the buoyant density of a particle in a density gradient medium.
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Affiliation(s)
| | - Paola Cardenas Lopez
- Institute of Particle Technology (LFG), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Cauerstraße 4, 91058 Erlangen, Germany; Interdisciplinary Center for Functional Particle Systems (FPS), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Haberstraße 9a, 91058 Erlangen, Germany
| | - Johannes Walter
- Institute of Particle Technology (LFG), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Cauerstraße 4, 91058 Erlangen, Germany; Interdisciplinary Center for Functional Particle Systems (FPS), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Haberstraße 9a, 91058 Erlangen, Germany
| | - Michael T DeLion
- BioAnalysis, LLC, 3401 I Street Suite 206, Philadelphia, PA 19134, USA
| | - Lake N Paul
- BioAnalysis, LLC, 3401 I Street Suite 206, Philadelphia, PA 19134, USA
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3
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Li X, Yu Q, Bi H, Pei D, Zhang D, Jiang W, Ye X, Cai Z, Hou W, Bhattacharya A, Yang Y, Wang C, Ye M, Qin X, Huo D, Liang C. A Single-Sector Higher Throughput Sedimentation Velocity Analytical Ultracentrifugation Method for Recombinant Adeno-Associated Virus Empty and Full Ratio Analysis. Hum Gene Ther 2025. [PMID: 40377165 DOI: 10.1089/hum.2024.162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/18/2025] Open
Abstract
Recombinant adeno-associated virus (rAAV) has emerged as one of the most important gene delivery vectors in the field of gene therapy due to its unique advantages and characteristics. The empty and full ratio is a critical quality attribute in the quality control (QC) of rAAV, and its accurate evaluation is crucial for ensuring the safety, effectiveness, and consistency of gene therapy products. Analytical ultracentrifugation (AUC) technology, with its high resolution and accuracy, is widely recognized by the industry as the gold standard for identifying the empty and full ratio of rAAV. However, the conventional sedimentation velocity analytical ultracentrifugation (SV-AUC) method has limited throughput, failing to meet the large-scale detection needs of rAAV in process development and QC. This study aims to develop a single-sector higher throughput SV-AUC method without the need for a reference sector for blank control in order to improve the throughput of detecting the empty and full ratio of rAAV vectors. We optimized the traditional double-sector SV-AUC method, which requires a reference sector for blank control in the cell. By converting the light intensity data of AUC into pseudo-absorbance data, we significantly improve the analytical throughput. By tracking the variation of light intensity data with radius, we could clearly observe the sedimentation process of the rAAV sample. Despite a difference in the absolute value of pseudo-absorbance, the accurately fitted relative absorbance value and the traditional SV-AUC absorbance value with blank control were comparable, further verifying the applicability of this upgraded rAAV analytical method. The detailed comparison and verification between the upgraded method and the traditional SV-AUC method showed that the consistency and repeatability of the percentage and sedimentation coefficient were excellent both within the same cell and across different cells. The analysis results of samples from seven independent cells with a total of 14 sectors showed that the overall data exhibited good repeatability. The consistency of the high percentage empty capsid (HE) samples repeatability results was good, and the overlay of the C(s) distribution diagram also showed good pattern consistency. The relative standard deviation of the average percentage of empty, partial, and full capsids was maintained within 5%. The upgraded method demonstrated excellent consistency and repeatability in the analysis of rAAV samples with different empty and full ratios, aligning closely with the data obtained with the traditional SV-AUC method, the gold standard. Linear correlation analysis between the titers of HE samples and the overall absorbance (A value) of AUC, as well as the absorbance of empty, partial, and full capsids, revealed a good linear relationship, further confirming the applicability and reliability of the upgraded AUC method for evaluating rAAV samples with different titers. We also preliminarily explored the robustness of this method and found that even in the presence of slight fluctuations in sample volume, the test results remained stable, effectively alleviating concerns about the impact of inaccurate sample volume on the results. By dropping ink to simulate window contamination or wear, it was found that although the peak shape of the C(s) distribution was affected, the ratio results were consistent with those of the traditional SV-AUC method, proving that the new method exhibits good anti-interference ability under varying testing conditions. We conducted a comparability study on rAAV samples containing different proportions of empty, partial, and full capsids. rAAV samples with different proportions of empty and full showed high consistency and repeatability in the results obtained from both methods. In summary, the single-sector higher throughput SV-AUC method without a reference sector for blank control proposed in this study not only improves the analysis efficiency of rAAV samples but also ensures the accuracy and precision of the results, providing a new reliable analysis tool with higher throughput for gene therapy. This technology is expected to accelerate the development and evaluation process of gene therapy products.
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Affiliation(s)
- Xiang Li
- National Institutes for Food and Drug Control, Beijing, China
- State Key Laboratory of Drug Regulatory Science, Beijing, China
| | - Qikun Yu
- Beckman Coulter Life Sciences, Shanghai, China
| | - Hua Bi
- National Institutes for Food and Drug Control, Beijing, China
- State Key Laboratory of Drug Regulatory Science, Beijing, China
| | - Dening Pei
- National Institutes for Food and Drug Control, Beijing, China
- State Key Laboratory of Drug Regulatory Science, Beijing, China
| | - Da Zhang
- Belief BioMed Inc., Shanghai, China
| | | | - Xiaodong Ye
- Department of Chemical Physics, University of Science and Technology of China, Hefei, China
| | | | | | | | - Yichen Yang
- Beckman Coulter Life Sciences, Shanghai, China
| | - Cong Wang
- Beckman Coulter Life Sciences, Shanghai, China
| | - Miao Ye
- Beckman Coulter Life Sciences, Shanghai, China
| | - Xi Qin
- National Institutes for Food and Drug Control, Beijing, China
- State Key Laboratory of Drug Regulatory Science, Beijing, China
| | - Dehua Huo
- Beckman Coulter Life Sciences, Shanghai, China
| | - Chenggang Liang
- National Institutes for Food and Drug Control, Beijing, China
- State Key Laboratory of Drug Regulatory Science, Beijing, China
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4
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Yarawsky AE, Ciatto C, Slade P, Figueroa NI, Burgner JW, DeLion MT, Paul LN. Quantitation of adeno-associated virus in a dual-vector system using sedimentation velocity analytical ultracentrifugation. J Pharm Sci 2025; 114:900-910. [PMID: 39471891 DOI: 10.1016/j.xphs.2024.10.049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Revised: 10/22/2024] [Accepted: 10/22/2024] [Indexed: 11/01/2024]
Abstract
Sedimentation velocity analytical ultracentrifugation (SV-AUC) has become the "gold standard" for characterization of the empty, partial, and full capsids of gene therapy products (e.g., AAV and Adenovirus vectors). Other techniques, such as SEC-MALS, TEM, and mass photometry, are commonly used for capsid quantitation, however, the resolving power of these techniques is lacking. In this body of work, SV-AUC was implemented in the characterization of a dual-vector AAV system where the difference in packaged genomes was ∼400 nucleotides. The instrument parameters and SV-AUC analysis were optimized to accurately quantitate both AAV vectors with less than 8% error and with highly correlated linearity (R2 > 0.99) as compared to ddPCR. The results of this work highlight the resolution and accuracy of dual-vector capsid quantitation by SV-AUC and demonstrate the use of the powerful Bayesian analysis implemented in the SEDFIT analysis software.
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Affiliation(s)
| | - Carlo Ciatto
- Decibel Therapeutics, Inc., 1325 Boylston Street Suite 500, Boston, MA 02215, USA
| | - Peter Slade
- Decibel Therapeutics, Inc., 1325 Boylston Street Suite 500, Boston, MA 02215, USA
| | | | - John W Burgner
- BioAnalysis, LLC, 3401 I Street Suite 206, Philadelphia, PA 19134, USA
| | - Michael T DeLion
- BioAnalysis, LLC, 3401 I Street Suite 206, Philadelphia, PA 19134, USA
| | - Lake N Paul
- BioAnalysis, LLC, 3401 I Street Suite 206, Philadelphia, PA 19134, USA.
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5
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ESGCT 31st Annual Congress In collaboration with SITGEC Rome, Italy October 22-25, 2024 Online Only. Hum Gene Ther 2025; 36:e129-e557. [PMID: 39938089 DOI: 10.1089/hum.2024.63331.oab] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/14/2025] Open
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6
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Larson NR, Bou-Assaf GM, Laue TM, Berkowitz SA. Using absorbance detection for hs-SV-AUC characterization of adeno-associated virus. Anal Biochem 2024; 694:115617. [PMID: 39019206 DOI: 10.1016/j.ab.2024.115617] [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: 04/09/2024] [Revised: 07/09/2024] [Accepted: 07/11/2024] [Indexed: 07/19/2024]
Abstract
Data are presented demonstrating that absorbance detection can be used during high-speed sedimentation velocity analytical ultracentrifugation (hs-SV-AUC) experiments to characterize the size distribution of adeno-associated virus (AAV) drug products accurately. Advantages and limitations of being able to use this detector in this specific type of SV-AUC experiment are discussed.
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Affiliation(s)
- Nicholas R Larson
- Analytical Development, Biogen, 225 Binney St, Cambridge, MA, 02142, USA
| | - George M Bou-Assaf
- Analytical Development, Biogen, 225 Binney St, Cambridge, MA, 02142, USA
| | - Thomas M Laue
- Carpenter Professor Emeritus, University of New Hampshire, 10 Kelsey Road, Lee, NH, 03861, USA
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7
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Nakatsuka R, Yamaguchi Y, Hirohata K, Shimojo S, Murakami M, Rocafort MAV, Tsunaka Y, Fukuhara M, Torisu T, Uchiyama S. Multimass Analysis of Adeno-Associated Virus Vectors by Orbitrap-Based Charge Detection Mass Spectrometry. Anal Chem 2024; 96:17037-17046. [PMID: 39434662 PMCID: PMC11503520 DOI: 10.1021/acs.analchem.4c05229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Accepted: 10/02/2024] [Indexed: 10/23/2024]
Abstract
Adeno-associated virus (AAV) vectors have attracted significant attention as the main platform for gene therapy. To ensure the safety and efficacy of AAV vectors when used as gene therapy drugs, it is essential to assess their critical quality attributes (CQAs). These CQAs include the genome packaging status, the size of the genome encapsidated within the AAV capsid, and the stoichiometry of viral proteins (VPs) that constitute the AAV capsids. Analytical methods have been established for evaluating CQAs, such as analytical ultracentrifugation, capillary gel electrophoresis with laser-induced fluorescence detection, and capillary gel electrophoresis using sodium dodecyl sulfate with UV detection. Here, we present a multimass analysis of AAV vectors using orbitrap-based charge detection mass spectrometry (CDMS), a single-ion mass spectrometry. Orbitrap-based CDMS facilitates the quantitative evaluation of the genome packaging status based on the mass distribution of empty and full particles. Additionally, we established a novel method to analyze the encapsidated genome directly without pretreatment, such as protein digestion or heat treatment, and to estimate the stoichiometric variation of VP for the capsid based on the mass distribution constituted by the single peak corresponding to AAV particles. Orbitrap-based CDMS is a distinctive method that allows multiple mass characterizations of AAV vectors with a small sample volume of 20 μL for 1013 cp/mL in a short time (30 min), and it holds the potential to become a new standard method in the assessment of CQAs for AAV vectors.
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Affiliation(s)
- Ryoji Nakatsuka
- Department
of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
- Technology
Research Laboratory, Shimadzu Corporation, 1 Nishinokyo-Kuwabaracho, Nakagyo-ku, Kyoto 604-8511, Japan
- Osaka
University Shimadzu Analytical Innovation Research Laboratories, Osaka
University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Yuki Yamaguchi
- Department
of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Kiichi Hirohata
- Department
of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Saki Shimojo
- Department
of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Makoto Murakami
- Department
of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Mark Allen Vergara Rocafort
- Department
of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Yasuo Tsunaka
- Department
of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Mitsuko Fukuhara
- Department
of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
- U-Medico
Inc., 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Tetsuo Torisu
- Department
of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Susumu Uchiyama
- Department
of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
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8
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Soth S, Takakura M, Suekawa M, Onishi T, Hirohata K, Hashimoto T, Maruno T, Fukuhara M, Tsunaka Y, Torisu T, Uchiyama S. Quantification of full and empty particles of adeno-associated virus vectors via a novel dual fluorescence-linked immunosorbent assay. Mol Ther Methods Clin Dev 2024; 32:101291. [PMID: 39070291 PMCID: PMC11283060 DOI: 10.1016/j.omtm.2024.101291] [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: 01/04/2024] [Accepted: 06/21/2024] [Indexed: 07/30/2024]
Abstract
The adeno-associated virus (AAV) vector is one of the most advanced platforms for gene therapy because of its low immunogenicity and non-pathogenicity. The concentrations of both AAV vector empty particles, which do not contain DNA and do not show any efficacy, and AAV vector full particles (FPs), which contain DNA, are important quality attributes. In this study, a dual fluorescence-linked immunosorbent assay (dFLISA), which uses two fluorescent dyes to quantify capsid and genome titers in a single analysis, was established. In dFLISA, capture of AAV particles, detection of capsid proteins, and release and detection of the viral genome are performed in the same well. We demonstrated that the capsid and genomic titers determined by dFLISA were comparable with those of analytical ultracentrifugation. The FP ratios determined by dFLISA were in good agreement with the expected values. In addition, we showed that dFLISA can quantify the genomic and capsid titers of crude samples. dFLISA can be easily modified for measuring other AAV vector serotypes and AAV vectors with different genome lengths. These features make dFLISA a valuable tool for the future development of AAV-based gene therapies.
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Affiliation(s)
- Sereirath Soth
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Mikako Takakura
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Masahiro Suekawa
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Takayuki Onishi
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Kiichi Hirohata
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Tamami Hashimoto
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Takahiro Maruno
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Mitsuko Fukuhara
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Yasuo Tsunaka
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Tetsuo Torisu
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Susumu Uchiyama
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
- Exploratory Research Center on Life and Living Systems, National Institutes of Natural Sciences, 5-1 Higashiyama, Myodaiji, Okazaki, Aichi 444-8787, Japan
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9
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Sripada SA, Hosseini M, Ramesh S, Wang J, Ritola K, Menegatti S, Daniele MA. Advances and opportunities in process analytical technologies for viral vector manufacturing. Biotechnol Adv 2024; 74:108391. [PMID: 38848795 DOI: 10.1016/j.biotechadv.2024.108391] [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: 11/14/2023] [Revised: 03/14/2024] [Accepted: 05/29/2024] [Indexed: 06/09/2024]
Abstract
Viral vectors are an emerging, exciting class of biologics whose application in vaccines, oncology, and gene therapy has grown exponentially in recent years. Following first regulatory approval, this class of therapeutics has been vigorously pursued to treat monogenic disorders including orphan diseases, entering hundreds of new products into pipelines. Viral vector manufacturing supporting clinical efforts has spurred the introduction of a broad swath of analytical techniques dedicated to assessing the diverse and evolving panel of Critical Quality Attributes (CQAs) of these products. Herein, we provide an overview of the current state of analytics enabling measurement of CQAs such as capsid and vector identities, product titer, transduction efficiency, impurity clearance etc. We highlight orthogonal methods and discuss the advantages and limitations of these techniques while evaluating their adaptation as process analytical technologies. Finally, we identify gaps and propose opportunities in enabling existing technologies for real-time monitoring from hardware, software, and data analysis viewpoints for technology development within viral vector biomanufacturing.
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Affiliation(s)
- Sobhana A Sripada
- Department of Chemical and Biomolecular Engineering, North Carolina State University, 911 Partners Way, Raleigh, NC, 27695, USA
| | - Mahshid Hosseini
- Joint Department of Biomedical Engineering, North Carolina State University, and University of North Carolina, Chapel Hill, 911 Oval Dr., Raleigh, NC 27695, USA
| | - Srivatsan Ramesh
- Department of Chemical and Biomolecular Engineering, North Carolina State University, 911 Partners Way, Raleigh, NC, 27695, USA
| | - Junhyeong Wang
- Joint Department of Biomedical Engineering, North Carolina State University, and University of North Carolina, Chapel Hill, 911 Oval Dr., Raleigh, NC 27695, USA
| | - Kimberly Ritola
- North Carolina Viral Vector Initiative in Research and Learning (NC-VVIRAL), North Carolina State University, 890 Oval Dr, Raleigh, NC 27695, USA; Neuroscience Center, Brain Initiative Neurotools Vector Core, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Stefano Menegatti
- Department of Chemical and Biomolecular Engineering, North Carolina State University, 911 Partners Way, Raleigh, NC, 27695, USA; North Carolina Viral Vector Initiative in Research and Learning (NC-VVIRAL), North Carolina State University, 890 Oval Dr, Raleigh, NC 27695, USA; Biomanufacturing Training and Education Center, North Carolina State University, 890 Main Campus Dr, Raleigh, NC 27695, USA.
| | - Michael A Daniele
- Joint Department of Biomedical Engineering, North Carolina State University, and University of North Carolina, Chapel Hill, 911 Oval Dr., Raleigh, NC 27695, USA; North Carolina Viral Vector Initiative in Research and Learning (NC-VVIRAL), North Carolina State University, 890 Oval Dr, Raleigh, NC 27695, USA; Department of Electrical and Computer Engineering, North Carolina State University, 890 Oval Dr, Raleigh, NC 27695, USA.
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10
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Janc M, Zevnik K, Dolinar A, Jakomin T, Štalekar M, Bačnik K, Kutnjak D, Žnidarič MT, Zentilin L, Fedorov D, Dobnik D. In-Depth Comparison of Adeno-Associated Virus Containing Fractions after CsCl Ultracentrifugation Gradient Separation. Viruses 2024; 16:1235. [PMID: 39205208 PMCID: PMC11360810 DOI: 10.3390/v16081235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 07/24/2024] [Accepted: 07/25/2024] [Indexed: 09/04/2024] Open
Abstract
Recombinant adeno-associated viruses (rAAVs) play a pivotal role in the treatment of genetic diseases. However, current production and purification processes yield AAV-based preparations that often contain unwanted empty, partially filled or damaged viral particles and impurities, including residual host cell DNA and proteins, plasmid DNA, and viral aggregates. To precisely understand the composition of AAV preparations, we systematically compared four different single-stranded AAV (ssAAV) and self-complementary (scAAV) fractions extracted from the CsCl ultracentrifugation gradient using established methods (transduction efficiency, analytical ultracentrifugation (AUC), quantitative and digital droplet PCR (qPCR and ddPCR), transmission electron microscopy (TEM) and enzyme-linked immunosorbent assay (ELISA)) alongside newer techniques (multiplex ddPCR, multi-angle light-scattering coupled to size-exclusion chromatography (SEC-MALS), multi-angle dynamic light scattering (MADLS), and high-throughput sequencing (HTS)). Suboptimal particle separation within the fractions resulted in unexpectedly similar infectivity levels. No single technique could simultaneously provide comprehensive insights in the presence of both bioactive particles and contaminants. Notably, multiplex ddPCR revealed distinct vector genome fragmentation patterns, differing between ssAAV and scAAV. This highlights the urgent need for innovative analytical and production approaches to optimize AAV vector production and enhance therapeutic outcomes.
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Affiliation(s)
- Mojca Janc
- National Institute of Biology, Večna pot 121, 1000 Ljubljana, Slovenia (D.D.)
- Jožef Stefan International Postgraduate School, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - Kaja Zevnik
- National Institute of Biology, Večna pot 121, 1000 Ljubljana, Slovenia (D.D.)
| | - Ana Dolinar
- National Institute of Biology, Večna pot 121, 1000 Ljubljana, Slovenia (D.D.)
| | - Tjaša Jakomin
- National Institute of Biology, Večna pot 121, 1000 Ljubljana, Slovenia (D.D.)
| | - Maja Štalekar
- National Institute of Biology, Večna pot 121, 1000 Ljubljana, Slovenia (D.D.)
| | - Katarina Bačnik
- National Institute of Biology, Večna pot 121, 1000 Ljubljana, Slovenia (D.D.)
| | - Denis Kutnjak
- National Institute of Biology, Večna pot 121, 1000 Ljubljana, Slovenia (D.D.)
| | | | - Lorena Zentilin
- International Center for Genetic Engineering and Biotechnology, Area Science Park, Padriciano 99, 34149 Trieste, Italy
| | - Dmitrii Fedorov
- Department of Bioproducts and Biosystems, Aalto University, P.O. Box 16100, 00076 Aalto, Finland
- Center of Excellence in Life-Inspired Hybrid Materials (LIBER) Aalto University, P.O. Box 16100, 00076 Aalto, Finland
| | - David Dobnik
- National Institute of Biology, Večna pot 121, 1000 Ljubljana, Slovenia (D.D.)
- Niba Labs d.o.o., Litostrojska cesta 52, 1000 Ljubljana, Slovenia
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11
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Zhao H, Sousa AA, Schuck P. Flotation Coefficient Distributions of Lipid Nanoparticles by Sedimentation Velocity Analytical Ultracentrifugation. ACS NANO 2024; 18:18663-18672. [PMID: 38967176 PMCID: PMC11256894 DOI: 10.1021/acsnano.4c05322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 06/24/2024] [Accepted: 06/27/2024] [Indexed: 07/06/2024]
Abstract
The robust characterization of lipid nanoparticles (LNPs) encapsulating therapeutics or vaccines is an important and multifaceted translational problem. Sedimentation velocity analytical ultracentrifugation (SV-AUC) has proven to be a powerful approach in the characterization of size-distribution, interactions, and composition of various types of nanoparticles across a large size range, including metal nanoparticles (NPs), polymeric NPs, and also nucleic acid loaded viral capsids. Similar potential of SV-AUC can be expected for the characterization of LNPs, but is hindered by the flotation of LNPs being incompatible with common sedimentation analysis models. To address this gap, we developed a high-resolution, diffusion-deconvoluted sedimentation/flotation distribution analysis approach analogous to the most widely used sedimentation analysis model c(s). The approach takes advantage of independent measurements of the average particle size or diffusion coefficient, which can be conveniently determined, for example, by dynamic light scattering (DLS). We demonstrate the application to an experimental model of extruded liposomes as well as a commercial LNP product and discuss experimental potential and limitations of SV-AUC. The method is implemented analogously to the sedimentation models in the free, widely used SEDFIT software.
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Affiliation(s)
- Huaying Zhao
- Laboratory
of Dynamics of Macromolecular Assembly, National Institute of Biomedical
Imaging and Bioengineering, National Institutes
of Health, Bethesda, Maryland 20892, United States
| | - Alioscka A. Sousa
- Department
of Biochemistry, Federal University of São
Paulo, São Paulo, SP 04044, Brazil
| | - Peter Schuck
- Laboratory
of Dynamics of Macromolecular Assembly, National Institute of Biomedical
Imaging and Bioengineering, National Institutes
of Health, Bethesda, Maryland 20892, United States
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12
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Berkowitz SA, Larson N, Bou-Assaf G, Laue T. Rapid high-resolution size distribution protocol for adeno-associated virus using high speed SV-AUC. Anal Biochem 2024; 689:115482. [PMID: 38342199 DOI: 10.1016/j.ab.2024.115482] [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: 10/17/2023] [Revised: 12/26/2023] [Accepted: 02/08/2024] [Indexed: 02/13/2024]
Abstract
Simulated SV-AUC data for an adeno-associated virus (AAV) sample consisting of four components having closely spaced sedimentation coefficients were used to develop a high-speed protocol that optimized the size distribution analysis resolution. The resulting high speed (45K rpm) SV-AUC (hs-SV-AUC) protocol poses several experimental challenges: 1) the need for rapid data acquisition, 2) increased potential for optical artifacts from steep and fast moving boundaries and 3) the increased potential for convection. To overcome these challenges the protocol uses interference detection at low temperatures and data that are confined to a limited radial-time window. In addition to providing higher resolution AAV SV-AUC data and very short run times (<20 min after temperature equilibration), the need to match the sample and reference solvent composition and meniscus positions is relaxed making interference detection as simple to employ as absorbance detection. Finally, experimental data comparing hs-SV-AUC (at 45K rpm) with standard low-speed (15K rpm) SV-AUC on the same AAV sample demonstrate the size distribution resolution improvement. These experiments also validate the use of a radial-time window and show how quickly data can be acquired using the hs-SV-AUC protocol.
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Affiliation(s)
| | - Nicholas Larson
- Analytical Development, Biogen, 225 Binney St, Cambridge, MA, 02142, USA
| | - George Bou-Assaf
- Analytical Development, Biogen, 225 Binney St, Cambridge, MA, 02142, USA
| | - Thomas Laue
- University of New Hampshire, 10 Kelsey Road, Lee, NH, 03861, USA
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13
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Qin X, Yu Q, Li X, Jiang W, Shi X, Hou W, Zhang D, Cai Z, Bi H, Fan W, Ding Y, Yang Y, Dong B, Chen L, Huo D, Wang C, Zhou Y, Pei D, Ye M, Liang C. Methodological Validation of Sedimentation Velocity Analytical Ultracentrifugation Method for Adeno-Associated Virus and Collaborative Calibration of System Suitability Substance. Hum Gene Ther 2024; 35:401-411. [PMID: 38717948 DOI: 10.1089/hum.2023.169] [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: 06/12/2024] Open
Abstract
Currently, adeno-associated virus (AAV) is one of the primary gene delivery vectors in gene therapy, facilitating long-term in vivo gene expression. Despite being imperative, it is incredibly challenging to precisely assess AAV particle distribution according to the sedimentation coefficient and identify impurities related to capsid structures. This study performed the systematic methodological validation of quantifying the AAV empty and full capsid ratio. This includes specificity, accuracy, precision, linearity, and parameter variables involving the sedimentation velocity analytical ultracentrifugation (SV-AUC) method. Specifically, SV-AUC differentiated among the empty, partial, full, and high sedimentation coefficient substance (HSCS) AAV particles while evaluating their sedimentation heterogeneity. The intermediate precision analysis of HE (high percentage of empty capsid) and HF (high percentage of full capsid) samples revealed that the specific species percentage, such as empty or full, was more significant than 50%. Moreover, the relative standard deviation (RSD) could be within 5%. Even for empty or partially less than 15%, the RSD could be within 10%. The accuracy recovery rates of empty capsid were between 103.9% and 108.7% across three different mixtures. When the measured percentage of specific species was more significant than 14%, the recovery rate was between 77.9% and 106.6%. Linearity analysis revealed an excellent linear correlation between the empty, partial, and full in the HE samples. The AAV samples with as low as 7.4 × 1011 cp/mL AAV could be accurately quantified with SV-AUC. The parameter variable analyses revealed that variations in cell alignment significantly affected the overall results. Still, the detection wavelength of 235 nm slightly influenced the empty, partial, and full percentages. Minor detection wavelength changes showed no impact on the sedimentation coefficient of these species. However, the temperature affected the measured sedimentation coefficient. These results validated the SV-AUC method to quantify AAV. This study provides solutions to AAV empty and full capsid ratio quantification challenges and the subsequent basis for calibrating the AAV empty capsid system suitability substance. Because of the AAV structure and potential variability complexity in detection, we jointly calibrated empty capsid system suitability substance with three laboratories to accurately detect the quantitative AAV empty and full capsid ratio. The empty capsid system suitability substance could be used as an external reference to measure the performance of the instrument. The results could be compared with multiple QC (quality control) laboratories based on the AAV vector and calibration accuracy. This is crucial for AUC to be used for QC release and promote gene therapy research worldwide.
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Affiliation(s)
- Xi Qin
- National Institutes for Food and Drug Control, Beijing, China
| | - Qikun Yu
- Beckman Coulter, Inc., Shanghai, Republic of China
| | - Xiang Li
- National Institutes for Food and Drug Control, Beijing, China
| | - Wei Jiang
- Belief BioMed Inc., Shanghai, Republic of China
| | - Xinchang Shi
- National Institutes for Food and Drug Control, Beijing, China
| | - Wenxiu Hou
- Belief BioMed Inc., Shanghai, Republic of China
| | - Da Zhang
- Skyline Therapeutics (Shanghai) Co., Ltd., Shanghai, Republic of China
| | | | - Hua Bi
- National Institutes for Food and Drug Control, Beijing, China
| | - Wenhong Fan
- National Institutes for Food and Drug Control, Beijing, China
| | - Youxue Ding
- National Institutes for Food and Drug Control, Beijing, China
| | - Yichen Yang
- Beckman Coulter, Inc., Shanghai, Republic of China
| | - Biao Dong
- Sichuan Real & Best Biotech Co., Ltd., Chengdu, Republic of China
| | - Long Chen
- Wuhan Neurophth Biotechnology Limited Company, Wuhan, Republic of China
| | - Dehua Huo
- Beckman Coulter, Inc., Shanghai, Republic of China
| | - Cong Wang
- Beckman Coulter, Inc., Shanghai, Republic of China
| | - Yong Zhou
- National Institutes for Food and Drug Control, Beijing, China
| | - Dening Pei
- National Institutes for Food and Drug Control, Beijing, China
| | - Miao Ye
- Beckman Coulter, Inc., Shanghai, Republic of China
| | - Chenggang Liang
- National Institutes for Food and Drug Control, Beijing, China
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14
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Yarawsky AE, Gough ES, Zai-Rose V, Figueroa NI, Cunningham HM, Burgner JW, DeLion MT, Paul LN. BASIS: BioAnalysis SEDFIT integrated software for cGMP analysis of SV-AUC data. EUROPEAN BIOPHYSICS JOURNAL : EBJ 2024; 53:111-121. [PMID: 38329496 DOI: 10.1007/s00249-024-01700-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 01/08/2024] [Accepted: 01/10/2024] [Indexed: 02/09/2024]
Abstract
Sedimentation velocity analytical ultracentrifugation (SV-AUC) has long been an important method for characterization of antibody therapeutics. Recently, SV-AUC has experienced a wave of new interest and usage from the gene and cell therapy industry, where SV-AUC has proven itself to be the "gold standard" analytical approach for determining capsid loading ratios for adeno-associated virus (AAV) and other viral vectors. While other more common approaches have existed in the realm of cGMP-compliant techniques for years, SV-AUC has long been used strictly for characterization, but not for release testing. This manuscript describes the challenges faced in bringing SV-AUC to a cGMP environment and describes a new program, "BASIS", which allows for 21 CFR Part 11-compliant data handling and data analysis using the well-known and frequently cited SEDFIT analysis software.
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Affiliation(s)
| | - Erik S Gough
- BioAnalysis, LLC, 3401 I Street Suite 206, Philadelphia, PA, 19134, USA
| | - Valeria Zai-Rose
- BioAnalysis, LLC, 3401 I Street Suite 206, Philadelphia, PA, 19134, USA
| | | | | | - John W Burgner
- BioAnalysis, LLC, 3401 I Street Suite 206, Philadelphia, PA, 19134, USA
| | - Michael T DeLion
- BioAnalysis, LLC, 3401 I Street Suite 206, Philadelphia, PA, 19134, USA
| | - Lake N Paul
- BioAnalysis, LLC, 3401 I Street Suite 206, Philadelphia, PA, 19134, USA.
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15
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Ibreljic N, Draper BE, Lawton CW. Recombinant AAV genome size effect on viral vector production, purification, and thermostability. Mol Ther Methods Clin Dev 2024; 32:101188. [PMID: 38327806 PMCID: PMC10847916 DOI: 10.1016/j.omtm.2024.101188] [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: 03/29/2023] [Accepted: 01/12/2024] [Indexed: 02/09/2024]
Abstract
Adeno-associated virus (AAV) has shown great promise as a viral vector for gene therapy in clinical applications. The present work studied the effect of genome size on AAV production, purification, and thermostability by producing AAV2-GFP using suspension-adapted HEK293 cells via triple transfection using AAV plasmids containing the same GFP transgene with DNA stuffers for variable-size AAV genomes consisting of 1.9, 3.4, and 4.9 kb (ITR to ITR). Production was performed at the small and large shake flask scales and the results showed that the 4.9 kb GFP genome had significantly reduced encapsidation compared to other genomes. The large shake flask productions were purified by AEX chromatography, and the results suggest that the triple transfection condition significantly affects the AEX retention time and resolution between the full and empty capsid peaks. Charge detection-mass spectrometry was performed on all AEX full-capsid peak samples showing a wide distribution of empty, partial, full length, and copackaged DNA in the capsids. The AEX-purified samples were then analyzed by differential scanning fluorimetry, and the results suggest that sample formulation may improve the thermostability of AAV genome ejection melting temperature regardless of the packaged genome content.
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Affiliation(s)
- Nermin Ibreljic
- Department of Chemical Engineering, University of Massachusetts Lowell, One University Avenue, Lowell, MA 01854, USA
- Sarepta Therapeutics, 55 Blue Sky Drive, Burlington, MA 01803, USA
| | | | - Carl W. Lawton
- Department of Chemical Engineering, University of Massachusetts Lowell, One University Avenue, Lowell, MA 01854, USA
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16
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Sampathkumar K, Kerwin BA. Roadmap for Drug Product Development and Manufacturing of Biologics. J Pharm Sci 2024; 113:314-331. [PMID: 37944666 DOI: 10.1016/j.xphs.2023.11.004] [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: 09/13/2023] [Revised: 11/04/2023] [Accepted: 11/04/2023] [Indexed: 11/12/2023]
Abstract
Therapeutic biology encompasses different modalities, and their manufacturing processes may be vastly different. However, there are many similarities that run across the different modalities during the drug product (DP) development process and manufacturing. Similarities include the need for Quality Target Product Profile (QTTP), analytical development, formulation development, container/closure studies, drug product process development, manufacturing and technical requirements set out by numerous regulatory documents such as the FDA, EMA, and ICH for pharmaceuticals for human use and other country specific requirements. While there is a plethora of knowledge on studies needed for development of a drug product, there is no specific guidance set out in a phase dependent manner delineating what studies should be completed in alignment with the different phases of clinical development from pre-clinical through commercialization. Because of this reason, we assembled a high-level drug product development and manufacturing roadmap. The roadmap is applicable across the different modalities with the intention of providing a unified framework from early phase development to commercialization of biologic drug products.
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Affiliation(s)
- Krishnan Sampathkumar
- SSK Biosolutions LLC, 14022 Welland Terrace, North Potomac, MD 20878, USA; Currently at Invetx, Inc., One Boston Place, Suite 3930, 201 Washington Street, Boston, MA 02108, USA
| | - Bruce A Kerwin
- Kerwin BioPharma Consulting LLC, 14138 Farmview Ln NE, Bainbridge Island, WA 98110, USA; Coriolis Scientific Advisory Board, Coriolis Pharma, Fraunhoferstr. 18 b, 82152 Martinsried, Germany.
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17
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Coll De Peña A, White JD, Mehta DR, Ben Frej M, Tripathi A. Microfluidic AAV Purity Characterization: New Insights into Serotype and Sample Treatment Variability. ACS OMEGA 2024; 9:4027-4036. [PMID: 38284067 PMCID: PMC10809679 DOI: 10.1021/acsomega.3c09006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Accepted: 12/19/2023] [Indexed: 01/30/2024]
Abstract
Despite recent advances in nucleic acid delivery systems with the success of LNP vehicles, adeno-associated virus (AAV) remains the leading platform for targeted gene delivery due to its low immunogenicity to humans, high transduction efficiency, and range of serotypes with varying tropisms. Depending on the therapeutic goals and serotype used, different production conditions may be more amenable, generating an ever-growing need for rapid yet robust analytical techniques to support the high-quality manufacturing of AAV. A critical bottleneck exists for assessing full capsids where rapid, high-throughput techniques capable of analyzing a range of serotypes are needed. Here, we present a rapid, high-throughput analytical technique, microfluidic electrophoresis, for the assessment of full capsids compatible with AAV1, AAV2, AAV6, AAV8, and AAV9 without the need for assay modifications or optimizations, and AAV5 with some constraints. The method presented in this study uses a mathematical formulation we developed previously with a reference standard to combine the independently obtained capsid protein and single-stranded DNA (ssDNA) profiles to estimate the percentage of full capsids in a sample of unknown concentration. We assessed the ability to use a single serotype (AAV8) as the reference standard regardless of the serotype of the sample being analyzed so long as the melting temperature (Tm) of the capsids is within 12 °C from the Tm of AAV8. Using this method, we are able to characterize samples ±6.1% with an average analytical turnaround time of <5 min/sample, using only 10 μL/sample at a concentration of 2.5 × 1012 VG/mL.
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Affiliation(s)
- Adriana Coll De Peña
- Center
for Biomedical Engineering, School of Engineering, Brown University, Providence, Rhode Island 02912, United States
| | - James D. White
- Applied
Genomics, Revvity, Hopkinton, Massachusetts 01748, United States
| | - Dipti R. Mehta
- Applied
Genomics, Revvity, Hopkinton, Massachusetts 01748, United States
| | - Menel Ben Frej
- Applied
Genomics, Revvity, Hopkinton, Massachusetts 01748, United States
| | - Anubhav Tripathi
- Center
for Biomedical Engineering, School of Engineering, Brown University, Providence, Rhode Island 02912, United States
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18
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Hirohata K, Yamaguchi Y, Maruno T, Shibuya R, Torisu T, Onishi T, Chono H, Mineno J, Yuzhe Y, Higashiyama K, Masumi-Koizumi K, Uchida K, Yamamoto T, Uchida E, Okada T, Uchiyama S. Applications and Limitations of Equilibrium Density Gradient Analytical Ultracentrifugation for the Quantitative Characterization of Adeno-Associated Virus Vectors. Anal Chem 2024; 96:642-651. [PMID: 38165078 PMCID: PMC10794998 DOI: 10.1021/acs.analchem.3c01955] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Revised: 12/04/2023] [Accepted: 12/20/2023] [Indexed: 01/03/2024]
Abstract
Adeno-associated virus (AAV) vectors are produced as a mixture of the desired particle (full particle, FP), which is filled with the designed DNA, product-related impurities such as particle without DNA (empty particle, EP), and aggregates. Cesium chloride or iodixanol equilibrium density gradient ultracentrifugation (DGE-UC) has been used for the purification of AAV vectors. DGE-UC can separate FP from impurities based on the difference in their buoyant densities. Here, we report the applications and limitations of equilibrium density gradient analytical ultracentrifugation (DGE-AUC) using a modern AUC instrument that employs DGE-UC principles for the characterization and quantitation of AAV vectors. We evaluated the quantitative ability of DGE-AUC in comparison with sedimentation velocity AUC (SV-AUC) or band sedimentation AUC (BS-AUC) using AAVs with different DNA lengths and different serotypes. DGE-AUC enabled the accurate quantification of the ratio of FP to EP when the AAV vector primarily contains these particles. Furthermore, we developed a new workflow to identify the components of separated peaks in addition to FP and EP. Ultraviolet absorption spectra obtained by multiwavelength detection can also support peak assignment following component identification. DGE-AUC experiments for AAV vectors have limitations with regard to minor components with low absorption at the detected wavelength or those with a density similar to that of major components of AAV vectors. DGE-AUC is the only analytical method that can evaluate particle density heterogeneity; therefore, SV-AUC or BS-AUC and DGE-AUC are complementary methods for reliable assessment of the purity of AAV vectors.
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Affiliation(s)
- Kiichi Hirohata
- Department
of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Yuki Yamaguchi
- Department
of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Takahiro Maruno
- Department
of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Risa Shibuya
- Department
of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Tetsuo Torisu
- Department
of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Takayuki Onishi
- Department
of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Hideto Chono
- Takara
Bio Inc., 7-4-38 Nojihigashi, Kusatsu, Shiga 525-0058, Japan
| | - Junichi Mineno
- Takara
Bio Inc., 7-4-38 Nojihigashi, Kusatsu, Shiga 525-0058, Japan
| | - Yuan Yuzhe
- Graduate
School of Science, Technology and Innovation, Kobe University, 1-7-49 Minatojima Minamimachi, Chuo-ku, Kobe 650-0047, Japan
| | - Kiyoko Higashiyama
- Graduate
School of Science, Technology and Innovation, Kobe University, 1-7-49 Minatojima Minamimachi, Chuo-ku, Kobe 650-0047, Japan
| | - Kyoko Masumi-Koizumi
- Graduate
School of Science, Technology and Innovation, Kobe University, 1-7-49 Minatojima Minamimachi, Chuo-ku, Kobe 650-0047, Japan
| | - Kazuhisa Uchida
- Graduate
School of Science, Technology and Innovation, Kobe University, 1-7-49 Minatojima Minamimachi, Chuo-ku, Kobe 650-0047, Japan
| | - Takenori Yamamoto
- Division
of Molecular Target and Gene Therapy Products, National Institute of Health Sciences, 3-25-26 Tonomachi, Kawasaki-ku, Kawasaki-city, Kanagawa 210-9501, Japan
| | - Eriko Uchida
- Division
of Molecular Target and Gene Therapy Products, National Institute of Health Sciences, 3-25-26 Tonomachi, Kawasaki-ku, Kawasaki-city, Kanagawa 210-9501, Japan
| | - Takashi Okada
- Institute
of Medical Science, The University of Tokyo, 4-6-1, Shirokanedai, Minato-ku, Tokyo 108-0071, Japan
| | - Susumu Uchiyama
- Department
of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
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19
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Xie Y, Butler M. Multi-attribute analysis of adeno-associated virus by size exclusion chromatography with fluorescence and triple-wavelength UV detection. Anal Biochem 2023; 680:115311. [PMID: 37666384 DOI: 10.1016/j.ab.2023.115311] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 09/01/2023] [Accepted: 09/01/2023] [Indexed: 09/06/2023]
Abstract
Adeno-associated virus (AAV) is the leading platform for in vivo gene therapy to treat numerous genetic diseases. Comprehensive analysis of the AAV particles is essential to ensure desired safety and efficacy. An array of techniques is required to evaluate their critical quality attributes. However, many of these techniques are expensive, time-consuming, labour-intensive, and varying in accuracy. Size exclusion chromatography coupled with fluorescence and triple-wavelength ultraviolet detection (SEC-FLD-TWUV) and incorporating an aromatic amino acid of tryptophan as an internal standard offers a simple, rapid, and reliable approach for simultaneous multi-attribute analysis of AAVs. In the current study, we demonstrate its capability for AAV characterization and quantification, that includes capsid concentration, empty to full capsid ratio, vector genome concentration, and the presence of aggregates or fragments. All were performed in 20-min chromatographic runs with minimal sample handling. Data analysis involves the assessment of intrinsic fluorescence and UV absorbance of samples at three wavelengths that can be utilised to determine the content of the capsid protein and genome copy number. The separation efficiency using SEC columns with different pore sizes, and elution buffers of varying compositions, ionic strength, and pH values was also evaluated. This SEC-FLD-TWUV method may serve as a powerful yet cost-effective tool for responsive quality evaluation of AAVs. This may enhance performance, robustness, and safety of bioprocessing for AAV vectors to be used in gene therapy.
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Affiliation(s)
- Yongjing Xie
- National Institute for Bioprocessing Research and Training, Foster Avenue, Mount Merrion, Blackrock, Co. Dublin, A94 X099, Ireland
| | - Michael Butler
- National Institute for Bioprocessing Research and Training, Foster Avenue, Mount Merrion, Blackrock, Co. Dublin, A94 X099, Ireland; School of Chemical and Bioprocess Engineering, University College Dublin (UCD), Belfield, Dublin 4, D04 V1W8, Ireland.
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20
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Kumar P, Wang M, Kumru OS, Hickey JM, Sanmiguel J, Zabaleta N, Vandenberghe LH, Joshi SB, Volkin DB. Correlating physicochemical and biological properties to define critical quality attributes of a rAAV vaccine candidate. Mol Ther Methods Clin Dev 2023; 30:103-121. [PMID: 37746246 PMCID: PMC10512015 DOI: 10.1016/j.omtm.2023.06.004] [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: 03/23/2023] [Accepted: 06/08/2023] [Indexed: 09/26/2023]
Abstract
Recombinant adeno-associated viruses (rAAVs) are a preferred vector system in clinical gene transfer. A fundamental challenge to formulate and deliver rAAVs as stable and efficacious vaccines is to elucidate interrelationships between the vector's physicochemical properties and biological potency. To this end, we evaluated an rAAV-based coronavirus disease 2019 (COVID-19) vaccine candidate that encodes the Spike antigen (AC3) and is produced by a commercially viable process. First, state-of-the-art analytical techniques were employed to determine key structural attributes of AC3, including primary and higher-order structures, particle size, empty/full capsid ratios, aggregates, and multi-step thermal degradation pathway analysis. Next, several quantitative potency measures for AC3 were implemented, and data were correlated with the physicochemical analyses on thermally stressed and control samples. Results demonstrate links between decreasing AC3 physical stability profiles, in vitro transduction efficiency in a cell-based assay, and, importantly, in vivo immunogenicity in a mouse model. These findings are discussed in the general context of future development of rAAV-based vaccine candidates as well as specifically for the rAAV vaccine application under study.
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Affiliation(s)
- Prashant Kumar
- Department of Pharmaceutical Chemistry, Vaccine Analytics and Formulation Center, University of Kansas, Lawrence, KS 66047, USA
| | - Michael Wang
- Department of Pharmaceutical Chemistry, Vaccine Analytics and Formulation Center, University of Kansas, Lawrence, KS 66047, USA
| | - Ozan S. Kumru
- Department of Pharmaceutical Chemistry, Vaccine Analytics and Formulation Center, University of Kansas, Lawrence, KS 66047, USA
| | - John M. Hickey
- Department of Pharmaceutical Chemistry, Vaccine Analytics and Formulation Center, University of Kansas, Lawrence, KS 66047, USA
| | - Julio Sanmiguel
- Grousbeck Gene Therapy Center, Mass Eye and Ear, Harvard Medical School, Boston, MA 02114, USA
| | - Nerea Zabaleta
- Grousbeck Gene Therapy Center, Mass Eye and Ear, Harvard Medical School, Boston, MA 02114, USA
| | - Luk H. Vandenberghe
- Grousbeck Gene Therapy Center, Mass Eye and Ear, Harvard Medical School, Boston, MA 02114, USA
| | - Sangeeta B. Joshi
- Department of Pharmaceutical Chemistry, Vaccine Analytics and Formulation Center, University of Kansas, Lawrence, KS 66047, USA
| | - David B. Volkin
- Department of Pharmaceutical Chemistry, Vaccine Analytics and Formulation Center, University of Kansas, Lawrence, KS 66047, USA
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21
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Schuck P, To SC, Zhao H. An automated interface for sedimentation velocity analysis in SEDFIT. PLoS Comput Biol 2023; 19:e1011454. [PMID: 37669309 PMCID: PMC10503714 DOI: 10.1371/journal.pcbi.1011454] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 09/15/2023] [Accepted: 08/22/2023] [Indexed: 09/07/2023] Open
Abstract
Sedimentation velocity analytical ultracentrifugation (SV-AUC) is an indispensable tool for the study of particle size distributions in biopharmaceutical industry, for example, to characterize protein therapeutics and vaccine products. In particular, the diffusion-deconvoluted sedimentation coefficient distribution analysis, in the software SEDFIT, has found widespread applications due to its relatively high resolution and sensitivity. However, a lack of suitable software compatible with Good Manufacturing Practices (GMP) has hampered the use of SV-AUC in this regulatory environment. To address this, we have created an interface for SEDFIT so that it can serve as an automatically spawned module with controlled data input through command line parameters and output of key results in files. The interface can be integrated in custom GMP compatible software, and in scripts that provide documentation and meta-analyses for replicate or related samples, for example, to streamline analysis of large families of experimental data, such as binding isotherm analyses in the study of protein interactions. To test and demonstrate this approach we provide a MATLAB script mlSEDFIT.
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Affiliation(s)
- Peter Schuck
- Laboratory of Dynamics of Macromolecular Assembly, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Samuel C. To
- Laboratory of Dynamics of Macromolecular Assembly, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Huaying Zhao
- Laboratory of Dynamics of Macromolecular Assembly, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, Maryland, United States of America
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22
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Grossen P, Skaripa Koukelli I, van Haasteren J, H E Machado A, Dürr C. The ice age - A review on formulation of Adeno-associated virus therapeutics. Eur J Pharm Biopharm 2023; 190:1-23. [PMID: 37423416 DOI: 10.1016/j.ejpb.2023.07.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 06/30/2023] [Accepted: 07/06/2023] [Indexed: 07/11/2023]
Abstract
Gene therapies offer promising therapeutic alternatives for many disorders that currently lack efficient treatment options. Due to their chemical nature and physico-chemical properties, delivery of polynucleic acids into target cells and subcellular compartments remains a significant challenge. Adeno-associated viruses (AAV) have gained a lot of interest for the efficient delivery of therapeutic single-stranded DNA (ssDNA) genomes over the past decades. More than a hundred products have been tested in clinical settings and three products have received market authorization by the US FDA in recent years. A lot of effort is being made to generate potent recombinant AAV (rAAV) vectors that show favorable safety and immunogenicity profiles for either local or systemic administration. Manufacturing processes are gradually being optimized to deliver a consistently high product quality and to serve potential market needs beyond rare indications. In contrast to protein therapeutics, most rAAV products are still supplied as frozen liquids within rather simple formulation buffers to enable sufficient product shelf life, significantly hampering global distribution and access. In this review, we aim to outline the hurdles of rAAV drug product development and discuss critical formulation and composition aspects of rAAV products under clinical evaluation. Further, we highlight recent development efforts in order to achieve stable liquid or lyophilized products. This review therefore provides a comprehensive overview on current state-of-the-art rAAV formulations and can further serve as a map for rational formulation development activities in the future.
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Affiliation(s)
- Philip Grossen
- F.Hoffmann-La Roche AG, Pharma Technical Development, Pharmaceutical Development and Supplies EU, Grenzacherstrasse 124, 4070 Basel, Switzerland.
| | - Irini Skaripa Koukelli
- F.Hoffmann-La Roche AG, Pharma Technical Development, Pharmaceutical Development and Supplies EU, Grenzacherstrasse 124, 4070 Basel, Switzerland
| | - Joost van Haasteren
- F.Hoffmann-La Roche AG, Cell and Gene Therapy Unit, Gene Therapy Development Clinical Manufacturing, Grenzacherstrasse 124, 4070 Basel, Switzerland
| | - Alexandra H E Machado
- F.Hoffmann-La Roche AG, Pharma Technical Development, Pharmaceutical Development and Supplies EU, Grenzacherstrasse 124, 4070 Basel, Switzerland
| | - Christoph Dürr
- F.Hoffmann-La Roche AG, Pharma Technical Development, Pharmaceutical Development and Supplies EU, Grenzacherstrasse 124, 4070 Basel, Switzerland
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23
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Henrickson A, Ding X, Seal AG, Qu Z, Tomlinson L, Forsey J, Gradinaru V, Oka K, Demeler B. Characterization and quantification of adeno-associated virus capsid-loading states by multi-wavelength analytical ultracentrifugation with UltraScan. Nanomedicine (Lond) 2023; 18:1519-1534. [PMID: 37877696 PMCID: PMC10652292 DOI: 10.2217/nnm-2023-0156] [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: 05/30/2023] [Accepted: 09/04/2023] [Indexed: 10/26/2023] Open
Abstract
Aim: We present multi-wavelength (MW) analytical ultracentrifugation (AUC) methods offering superior accuracy for adeno-associated virus characterization and quantification. Methods: Experimental design guidelines are presented for MW sedimentation velocity and analytical buoyant density equilibrium AUC. Results: Our results were compared with dual-wavelength AUC, transmission electron microscopy and mass photometry. In contrast to dual-wavelength AUC, MW-AUC correctly quantifies adeno-associated virus capsid ratios and identifies contaminants. In contrast to transmission electron microscopy, partially filled capsids can also be detected and quantified. In contrast to mass photometry, first-principle results are obtained. Conclusion: Our study demonstrates the improved information provided by MW-AUC, highlighting the utility of several recently integrated UltraScan programs, and reinforces AUC as the gold-standard analysis for viral vectors.
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Affiliation(s)
- Amy Henrickson
- Department of Chemistry & Biochemistry, University of Lethbridge, Lethbridge, AB, T1K 3M4, Canada
| | - Xiaozhe Ding
- Division of Biology & Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Austin G Seal
- Gene Vector Core, Advanced Technology Cores, Baylor College of Medicine Houston, TX 77030, USA
| | - Zhe Qu
- Division of Biology & Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | | | - John Forsey
- Pharmaron Biologics Ltd, Speke, Liverpool, L24 8RB, UK
| | - Viviana Gradinaru
- Division of Biology & Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Kazuhiro Oka
- Gene Vector Core, Advanced Technology Cores, Baylor College of Medicine Houston, TX 77030, USA
- Department of Molecular & Cellular Biology, Baylor College of Medicine, TX 77030, USA
| | - Borries Demeler
- Department of Chemistry & Biochemistry, University of Lethbridge, Lethbridge, AB, T1K 3M4, Canada
- Department of Chemistry & Biochemistry, University of Montana, Missoula, MT 59812, USA
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24
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Hiemenz C, Pacios-Michelena A, Helbig C, Vezočnik V, Strebl M, Nikels F, Hawe A, Garidel P, Menzen T. Characterization of Virus Particles and Submicron-Sized Particulate Impurities in Recombinant Adeno-Associated Virus Drug Product. J Pharm Sci 2023; 112:2190-2202. [PMID: 37211315 DOI: 10.1016/j.xphs.2023.05.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 05/15/2023] [Accepted: 05/15/2023] [Indexed: 05/23/2023]
Abstract
Characterization of particulate impurities such as aggregates is necessary to develop safe and efficacious adeno-associated virus (AAV) drug products. Although aggregation of AAVs can reduce the bioavailability of the virus, only a limited number of studies focus on the analysis of aggregates. We explored three technologies for their capability to characterize AAV monomers and aggregates in the submicron (<1 µm) size range: (i) mass photometry (MP), (ii) asymmetric flow field flow fractionation coupled to a UV-detector (AF4-UV/Vis) and (iii) microfluidic resistive pulse sensing (MRPS). Although low counts for aggregates impeded a quantitative analysis, MP was affirmed as an accurate and rapid method for quantifying the genome content of empty/filled/double-filled capsids, consistent with sedimentation velocity analytical ultracentrifugation results. MRPS and AF4-UV/Vis enabled the detection and quantification of aggregate content. The developed AF4-UV/Vis method separated AAV monomers from smaller aggregates, thereby enabling a quantification of aggregates <200 nm. MRPS was experienced as a straightforward method to determine the particle concentration and size distribution between 250-2000 nm, provided that the samples do not block the microfluidic cartridge. Overall, within this study we explored the benefits and limitations of the complementary technologies for assessing aggregate content in AAV samples.
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Affiliation(s)
| | | | | | | | - Michael Strebl
- Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riß, Innovation Unit, Germany
| | - Felix Nikels
- Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riß, Innovation Unit, Germany.
| | - Andrea Hawe
- Coriolis Pharma Research GmbH, Martinsried, Germany
| | - Patrick Garidel
- Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riß, Innovation Unit, Germany
| | - Tim Menzen
- Coriolis Pharma Research GmbH, Martinsried, Germany.
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25
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Brautigam CA. SViMULATE: a computer program facilitating interactive, multi-mode simulation of analytical ultracentrifugation data. EUROPEAN BIOPHYSICS JOURNAL : EBJ 2023; 52:293-302. [PMID: 36890221 DOI: 10.1007/s00249-023-01637-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 02/04/2023] [Accepted: 02/18/2023] [Indexed: 03/10/2023]
Abstract
The ability to simulate sedimentation velocity (SV) analytical ultracentrifugation (AUC) experiments has proved to be a valuable tool for research planning, hypothesis testing, and pedagogy. Several options for SV data simulation exist, but they often lack interactivity and require up-front calculations on the part of the user. This work introduces SViMULATE, a program designed to make AUC experimental simulation quick, straightforward, and interactive. SViMULATE takes user-provided parameters and outputs simulated AUC data in a format suitable for subsequent analyses, if desired. The user is not burdened by the necessity to calculate hydrodynamic parameters for simulated macromolecules, as the program can compute these properties on the fly. It also frees the user of decisions regarding simulation stop time. SViMULATE features a graphical view of the species that are under simulation, and there is no limit on their number. Additionally, the program emulates data from different experimental modalities and data-acquisition systems, including the realistic simulation of noise for the absorbance optical system. The executable is available for immediate download.
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Affiliation(s)
- Chad A Brautigam
- Departments of Biophysics and Microbiology, UT Southwestern Medical Center, Dallas, TX, 75390, USA.
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26
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Saleun S, Mas C, Le Roy A, Penaud-Budloo M, Adjali O, Blouin V, Ebel C. Analytical ultracentrifugation sedimentation velocity for the characterization of recombinant adeno-associated virus vectors sub-populations. EUROPEAN BIOPHYSICS JOURNAL : EBJ 2023; 52:367-377. [PMID: 37106255 DOI: 10.1007/s00249-023-01650-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 03/09/2023] [Accepted: 03/30/2023] [Indexed: 04/29/2023]
Abstract
Recombinant adeno-associated virus virus-derived vectors (rAAVs) are among the most used viral delivery system for in vivo gene therapies with a good safety profile. However, rAAV production methods often lead to a heterogeneous vector population, in particular with the presence of undesired empty particles. Analytical ultracentrifugation sedimentation velocity (AUC-SV) is considered as the gold analytical technique allowing the measurement of relative amounts of each vector subpopulation and components like particle aggregates, based on their sedimentation coefficients. This letter presents the principle and practice of AUC experiments for rAAVs characterization. We discuss our results in the framework of previously published works. In addition to classical detection at 260 nm, using interference optics in the ultracentrifuge can provide an independent estimate of weight percentages of the different populations of capsids, and of the genome size incorporated in rAAV particles.
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Affiliation(s)
- Sylvie Saleun
- TaRGet - Translational Research in Gene Therapy, INSERM UMR 1089, CHU Nantes, IRS 2 Nantes Biotech - Nantes Université, 22 Boulevard Benoni Goullin, 44200, Nantes, France
| | - Caroline Mas
- Univ. Grenoble Alpes, CNRS, CEA, EMBL, ISBG, 38000, Grenoble, France
| | - Aline Le Roy
- Univ. Grenoble Alpes, CNRS, CEA, IBS, 38000, Grenoble, France
| | - Magalie Penaud-Budloo
- TaRGet - Translational Research in Gene Therapy, INSERM UMR 1089, CHU Nantes, IRS 2 Nantes Biotech - Nantes Université, 22 Boulevard Benoni Goullin, 44200, Nantes, France
| | - Oumeya Adjali
- TaRGet - Translational Research in Gene Therapy, INSERM UMR 1089, CHU Nantes, IRS 2 Nantes Biotech - Nantes Université, 22 Boulevard Benoni Goullin, 44200, Nantes, France
| | - Véronique Blouin
- TaRGet - Translational Research in Gene Therapy, INSERM UMR 1089, CHU Nantes, IRS 2 Nantes Biotech - Nantes Université, 22 Boulevard Benoni Goullin, 44200, Nantes, France.
| | - Christine Ebel
- Univ. Grenoble Alpes, CNRS, CEA, IBS, 38000, Grenoble, France.
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27
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Bepperling A, Best J. Comparison of three AUC techniques for the determination of the loading status and capsid titer of AAVs. EUROPEAN BIOPHYSICS JOURNAL : EBJ 2023; 52:401-413. [PMID: 37245172 DOI: 10.1007/s00249-023-01661-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 04/13/2023] [Accepted: 05/10/2023] [Indexed: 05/29/2023]
Abstract
Due to the rise of adeno-associated viruses (AAVs) as gene therapy delivery vectors, boundary sedimentation velocity analytical ultracentrifugation (boundary SV-AUC) has been developed into a widely used quality control assay even for release analytics. It can be considered as the "gold standard" for the determination of the loading status of empty, partially filled, and full capsids especially when conducted in multiwavelength (MWL) mode. It can be considered to provide the most accurate determination of the loading status, and it also provides information on the capsid titer, aggregates, and potential contaminants such as free DNA. MWL boundary SV-AUC can be regarded as a multi-attribute (MAM) method for the characterization of AAVs. One major drawback of the method is the high sample consumption both in terms of concentration and volume. Here, we compare two alternative AUC techniques, band SV-AUC and analytical CsCl density gradient sedimentation equilibrium AUC (CsCl SE-AUC) with the boundary SV-AUC and the MWL-SV-AUC experiment. Our data show a high consistency of the determined full/empty ratios between these techniques if the appropriate wavelengths and extinction coefficients are used.
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Affiliation(s)
| | - Janine Best
- Novartis TRD, Keltenring 1+3, 82041, Oberhaching, Germany
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28
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Bepperling A, Richter G. Determination of mRNA copy number in degradable lipid nanoparticles via density contrast analytical ultracentrifugation. EUROPEAN BIOPHYSICS JOURNAL : EBJ 2023; 52:393-400. [PMID: 37289289 PMCID: PMC10248324 DOI: 10.1007/s00249-023-01663-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 04/13/2023] [Accepted: 05/14/2023] [Indexed: 06/09/2023]
Abstract
Lipid nanoparticles as delivery system for mRNA have recently attracted attention to a broader audience as COVID-19 mRNA vaccines. Their low immunogenicity and capability to deliver a variety of nucleic acids renders them an interesting and complementary alternative to gene therapy vectors like AAVs. An important quality attribute of LNPs is the copy number of the encapsulated cargo molecule. This work describes how density and molecular weight distributions obtained by density contrast sedimentation velocity can be used to calculate the mRNA copy number of a degradable lipid nanoparticle formulation. The determined average copy number of 5 mRNA molecules per LNP is consistent with the previous studies using other biophysical techniques, such as single particle imaging microscopy and multi-laser cylindrical illumination confocal spectroscopy (CICS).
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Affiliation(s)
| | - Gesa Richter
- Novartis TRD, Keltenring 1+3, 82041, Oberhaching, Germany
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29
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Yarawsky AE, Zai-Rose V, Cunningham HM, Burgner JW, DeLion MT, Paul LN. AAV analysis by sedimentation velocity analytical ultracentrifugation: beyond empty and full capsids. EUROPEAN BIOPHYSICS JOURNAL : EBJ 2023; 52:353-366. [PMID: 37037926 DOI: 10.1007/s00249-023-01646-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 03/13/2023] [Accepted: 03/22/2023] [Indexed: 04/12/2023]
Abstract
The recent surge of therapeutic interest in recombinant adeno-associated viral (AAV) vectors for targeted DNA delivery has brought analytical ultracentrifugation (AUC) into the spotlight. A major concern during formulation of AAV therapeutics is purity of the active species (DNA-containing capsid, or "filled capsids"). Insertion of DNA into AAV is not a highly efficient process; thus, a significant amount of empty and partial/intermediate AAV molecules may exist. Recent guidance from the FDA includes limiting the presence of empty AAV capsids and other impurities to reduce immunotoxicity. While chromatographic techniques (SEC, SEC-MALS, AEX) are often used for empty and full capsid quantitation due to the ease of accessibility and familiarity among most biochemists, the resolution and sensitivity attained by sedimentation velocity (SV-AUC) in the formulation buffer and purification buffers is unmatched. Approaches for using SV-AUC to determine the empty-to-full capsid ratio have already been discussed by others; however, in this report, we focus on the importance of characterizing other impurities, such as free DNA, partially filled capsids, and aggregates that are recognized as species of concern for immunotoxicity. We also demonstrate the usefulness of applying multiple analyses (e.g., c(s), g(s*), WDA) in confirming the presence of and determining the hydrodynamic parameters of these various species.
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Affiliation(s)
| | - Valeria Zai-Rose
- BioAnalysis, LLC, 3401 I Street Suite 206, Philadelphia, PA, 19134, USA
| | | | - John W Burgner
- BioAnalysis, LLC, 3401 I Street Suite 206, Philadelphia, PA, 19134, USA
- Department of Medicinal Chemistry, School of Pharmacy, Virginia Commonwealth University, 800 East Leigh Street, Richmond, VA, 23298, USA
| | - Michael T DeLion
- BioAnalysis, LLC, 3401 I Street Suite 206, Philadelphia, PA, 19134, USA
| | - Lake N Paul
- BioAnalysis, LLC, 3401 I Street Suite 206, Philadelphia, PA, 19134, USA.
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30
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Wawra S, Kessler S, Egel A, Solzin J, Burkert O, Hochdorfer D. Hydrodynamic characterization of a vesicular stomatitis virus-based oncolytic virus using analytical ultracentrifugation. EUROPEAN BIOPHYSICS JOURNAL : EBJ 2023; 52:379-386. [PMID: 37133524 PMCID: PMC10444643 DOI: 10.1007/s00249-023-01649-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 03/23/2023] [Accepted: 03/29/2023] [Indexed: 05/04/2023]
Abstract
Determination of the size, density, and mass of viral particles can provide valuable information to support process and formulation studies in clinical development. Analytical ultracentrifugation (AUC), as a first principal method, has been shown to be a beneficial tool for the characterization of the non-enveloped adeno associated virus (AAV). Here, we demonstrate the suitability of AUC for the challenging characterization of a representative for enveloped viruses, which usually are expected to exhibit higher dispersity than non-enveloped viruses. Specifically, the vesicular stomatitis virus (VSV)-based oncolytic virus VSV-GP was used to evaluate potential occurrence of non-ideal sedimentation by testing different rotor speeds and loading concentrations. The partial specific volume was determined via density gradients and density contrast experiments. Additionally, nanoparticle tracking analysis (NTA) was used to determine the hydrodynamic diameter of VSV-GP particles to calculate their molecular weight via the Svedberg equation. Overall, this study demonstrates the applicability of AUC and NTA for the characterization of size, density, and molar mass of an enveloped virus, namely VSV-GP.
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Affiliation(s)
- Simon Wawra
- Boehringer Ingelheim Pharma GmbH & Co. KG, Innovation Unit, Analytical Development Biologicals, Biberach, Germany.
| | - Sophia Kessler
- Boehringer Ingelheim Pharma GmbH & Co. KG, Innovation Unit, Viral Therapeutics Center, Biberach, Germany
| | - Arina Egel
- Boehringer Ingelheim Therapeutics GmbH, Innovation Unit, Viral Therapeutics Center, Ochsenhausen, Germany
| | - Johannes Solzin
- Boehringer Ingelheim Pharma GmbH & Co. KG, Innovation Unit, Viral Therapeutics Center, Biberach, Germany
| | - Oliver Burkert
- Boehringer Ingelheim Pharma GmbH & Co. KG, Innovation Unit, Analytical Development Biologicals, Biberach, Germany
| | - Daniel Hochdorfer
- Boehringer Ingelheim Pharma GmbH & Co. KG, Innovation Unit, Viral Therapeutics Center, Biberach, Germany
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31
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Schuck P, To SC, Zhao H. An automated interface for sedimentation velocity analysis in SEDFIT. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.14.540690. [PMID: 37425873 PMCID: PMC10327192 DOI: 10.1101/2023.05.14.540690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
Sedimentation velocity analytical ultracentrifugation (SV-AUC) is an indispensable tool for the study of particle size distributions in biopharmaceutical industry, for example, to characterize protein therapeutics and vaccine products. In particular, the diffusion-deconvoluted sedimentation coefficient distribution analysis, in the software SEDFIT, has found widespread applications due to its relatively high resolution and sensitivity. However, a lack of available software compatible with Good Manufacturing Practices (GMP) has hampered the use of SV-AUC in this regulatory environment. To address this, we have created an interface for SEDFIT so that it can serve as an automatically spawned module with controlled data input through command line parameters and output of key results in files. The interface can be integrated in custom GMP compatible software, and in scripts that provide documentation and meta-analyses for replicate or related samples, for example, to streamline analysis of large families of experimental data, such as binding isotherm analyses in the study of protein interactions. To test and demonstrate this approach we provide a MATLAB script mlSEDFIT.
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Affiliation(s)
- Peter Schuck
- Laboratory of Dynamics of Macromolecular Assembly, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, MD 20892, USA
| | - Samuel C. To
- Laboratory of Dynamics of Macromolecular Assembly, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, MD 20892, USA
| | - Huaying Zhao
- Laboratory of Dynamics of Macromolecular Assembly, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, MD 20892, USA
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32
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Maruno T, Ishii K, Torisu T, Uchiyama S. Size Distribution Analysis of the Adeno-Associated Virus Vector by the c(s) Analysis of Band Sedimentation Analytical Ultracentrifugation with Multiwavelength Detection. J Pharm Sci 2023; 112:937-946. [PMID: 36374763 DOI: 10.1016/j.xphs.2022.10.023] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 09/25/2022] [Accepted: 10/21/2022] [Indexed: 11/09/2022]
Abstract
Adeno-associated virus (AAV) vector is a promising platform for in vivo gene therapy. The accurate assessment of distribution state of particles contained in AAV vector samples is one of the most important and challenging matters and is necessary because the product-related impurities with the capsid structure (empty particles, intermediate particles, and aggregates) could be a possible cause of reducing the therapeutic efficacy and enhancing the unfavorable immune response. In this study, we report an effective approach for size distribution analysis with component identification. A small amount of AAV vectors were used by the analytical zone centrifugation c(s) analysis of band sedimentation analytical ultracentrifugation (BS-AUC) with multiwavelength detection. Using PBS/H218O, the concentration of each component could be determined in BS-AUC with high resolution. Compared with the sedimentation velocity AUC (SV-AUC), which generally requires 2 × 1012 vg of AAV vectors, BS-AUC could be performed with about 1/25 of the AAV vector amount at 260 nm detection and ideally with about 1/50 of the AAV vector amount at 230 nm detection (4 × 1010 vg), depending on the extinction coefficient of the AAV sample at each wavelength. According to the limit of quantification of this BS-AUC, 6.3 × 1011 cp mL-1 of empty particle (EP) and 4.4 × 1011 vg mL-1 of full particle (FP) could be quantified for 4 × 1010 vg in 15 µL of AAV8-CMV-EGFP. These results demonstrated that proposed BS-AUC approach we established here can compensate for the drawback in terms of the sample amount of SV-AUC.
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Affiliation(s)
- Takahiro Maruno
- Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan; U-Medico Inc., 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Kentaro Ishii
- Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Tetsuo Torisu
- Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
| | - Susumu Uchiyama
- Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan.
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33
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Serrano MAC, Furman R, Chen G, Tao L. Mass spectrometry in gene therapy: Challenges and opportunities for AAV analysis. Drug Discov Today 2023; 28:103442. [PMID: 36396118 DOI: 10.1016/j.drudis.2022.103442] [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: 06/13/2022] [Revised: 09/23/2022] [Accepted: 11/09/2022] [Indexed: 11/16/2022]
Abstract
The characterization of adeno-associated virus (AAV)-based gene therapy products represents significant challenges owing to their extremely large molecular sizes, structural complexity and heterogeneity, and limited sample amounts. Mass spectrometry (MS) is one of the key analytical tools that can overcome these challenges and serve as an important technique for the analysis of multiple attributes. In this review, the current methodologies and emerging trends in MS analysis of AAV gene therapy products are presented, highlighting their advantages and unique capabilities in addressing key issues encountered in intact AAV vector analysis, capsid viral protein characterization and impurity analysis.
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Affiliation(s)
- Mahalia A C Serrano
- Analytical Development and Attribute Sciences, Biologics Development, Global Product Development and Supply, Bristol Myers Squibb, New Brunswick, NJ, USA
| | - Ran Furman
- Analytical Development and Attribute Sciences, Biologics Development, Global Product Development and Supply, Bristol Myers Squibb, New Brunswick, NJ, USA
| | - Guodong Chen
- Analytical Development and Attribute Sciences, Biologics Development, Global Product Development and Supply, Bristol Myers Squibb, New Brunswick, NJ, USA.
| | - Li Tao
- Analytical Development and Attribute Sciences, Biologics Development, Global Product Development and Supply, Bristol Myers Squibb, New Brunswick, NJ, USA
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34
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Deng JZ, Rustandi RR, Barbacci D, Swartz AR, Gulasarian A, Loughney JW. Reverse-Phase Ultra-Performance Chromatography Method for Oncolytic Coxsackievirus Viral Protein Separation and Empty to Full Capsid Quantification. Hum Gene Ther 2022; 33:765-775. [PMID: 35387488 PMCID: PMC9347376 DOI: 10.1089/hum.2022.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 03/30/2022] [Indexed: 12/19/2022] Open
Abstract
Oncolytic virus immunotherapy is emerging as a novel therapeutic approach for cancer treatment. Immunotherapy clinical drug candidate V937 is currently in phase I/II clinical trials and consists of a proprietary formulation of Coxsackievirus A21 (CVA21), which specifically infects and lyses cells with overexpressed ICAM-1 receptors in a range of tumors. Mature Coxsackievirus virions, consisting of four structural virion proteins, (VPs) VP1, VP2, VP3, and VP4, and the RNA genome, are the only viral particles capable of being infectious. In addition to mature virions, empty procapsids with VPs, VP0, VP1, and VP3, and other virus particles are produced in V937 production cell culture. Viral protein VP0 is cleaved into VP2 and VP4 after RNA genome encapsidation to form mature virions. Clearance of viral particles containing VP0, and quantification of viral protein distribution are important in V937 downstream processing. Existing analytical methods for the characterization of viral proteins and particles may lack sensitivity or are low throughput. We developed a sensitive and robust reverse-phase ultra-performance chromatography method to separate, identify, and quantify all five CVA21 VPs. Quantification of virus capsid concentration and empty/full capsid ratio was achieved with good linearity, accuracy, and precision. ClinicalTrials.gov ID: NCT04521621 and NCT04152863.
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Affiliation(s)
- James Z. Deng
- Vaccine Analytical Research & Development, Merck & Co., Inc., Kenilworth, New Jersey, USA
| | - Richard R. Rustandi
- Vaccine Analytical Research & Development, Merck & Co., Inc., Kenilworth, New Jersey, USA
| | - Damon Barbacci
- Vaccine Analytical Research & Development, Merck & Co., Inc., Kenilworth, New Jersey, USA
| | - Andrew R. Swartz
- Vaccine Process Research & Development, Merck & Co., Inc., Kenilworth, New Jersey, USA
| | - Amanda Gulasarian
- Vaccine Process Research & Development, Merck & Co., Inc., Kenilworth, New Jersey, USA
| | - John W. Loughney
- Vaccine Analytical Research & Development, Merck & Co., Inc., Kenilworth, New Jersey, USA
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Commentary: Multiplex dPCR and SV-AUC are Promising Assays to Robustly Monitor the Critical Quality Attribute of AAV Drug Product Integrity. J Pharm Sci 2022; 111:2143-2148. [DOI: 10.1016/j.xphs.2022.04.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 04/10/2022] [Accepted: 04/11/2022] [Indexed: 11/23/2022]
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Particles in Biopharmaceutical Formulations, Part 2: An Update on Analytical Techniques and Applications for Therapeutic Proteins, Viruses, Vaccines and Cells. J Pharm Sci 2021; 111:933-950. [PMID: 34919969 DOI: 10.1016/j.xphs.2021.12.011] [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: 12/07/2021] [Revised: 12/09/2021] [Accepted: 12/09/2021] [Indexed: 11/21/2022]
Abstract
Particles in biopharmaceutical formulations remain a hot topic in drug product development. With new product classes emerging it is crucial to discriminate particulate active pharmaceutical ingredients from particulate impurities. Technical improvements, new analytical developments and emerging tools (e.g., machine learning tools) increase the amount of information generated for particles. For a proper interpretation and judgment of the generated data a thorough understanding of the measurement principle, suitable application fields and potential limitations and pitfalls is required. Our review provides a comprehensive overview of novel particle analysis techniques emerging in the last decade for particulate impurities in therapeutic protein formulations (protein-related, excipient-related and primary packaging material-related), as well as particulate biopharmaceutical formulations (virus particles, virus-like particles, lipid nanoparticles and cell-based medicinal products). In addition, we review the literature on applications, describe specific analytical approaches and illustrate advantages and drawbacks of currently available techniques for particulate biopharmaceutical formulations.
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Tustian AD, Bak H. Assessment of quality attributes for adeno-associated viral vectors. Biotechnol Bioeng 2021; 118:4186-4203. [PMID: 34309017 DOI: 10.1002/bit.27905] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 07/21/2021] [Accepted: 07/22/2021] [Indexed: 12/24/2022]
Abstract
There is a strong and growing interest in the development and production of gene therapy products, including those utilizing adeno-associated virus (AAV) particles. This is evident with the increase in the number of clinical trials and agency approvals for AAV therapeutics. As bioproduction of AAV viral vectors matures, a quality by design (QbD) approach to process development can aid in process robustness and product quality. Furthermore, it may become a regulatory expectation. The first step in any QbD approach is to determine what physical, chemical, biological, or microbiological property or characteristic product attributes should be controlled within an appropriate limit, range, or distribution to ensure the desired product quality. Then predefined goals are set to allow proactive process development to design in quality. This review lists typical quality attributes used for release testing of AAV viral vectors and discusses these and selected attributes important to extended characterization studies in terms of safety, efficacy, and impact upon the patient immune response.
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Affiliation(s)
| | - Hanne Bak
- Regeneron Pharmaceuticals Inc., Tarrytown, NY, USA
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