1
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Dunker-Seidler F, Breunig K, Haubner M, Sonntag F, Hörer M, Feiner RC. Recombinant AAV batch profiling by nanopore sequencing elucidates product-related DNA impurities and vector genome length distribution. Mol Ther Methods Clin Dev 2025; 33:101417. [PMID: 40008087 PMCID: PMC11850753 DOI: 10.1016/j.omtm.2025.101417] [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: 08/16/2024] [Accepted: 01/20/2025] [Indexed: 02/27/2025]
Abstract
During production, recombinant adeno-associated virus (rAAV) capsids are equipped with heterogeneous genetic payloads including undesired DNA impurities as well as truncated vector genomes. Comprehensive analysis of encapsidated DNA by long-read next-generation sequencing is destined to guide platform optimization and provide crucial insights into safety of gene therapies. We used nanopore sequencing for in-depth profiling of an rAAV9 batch produced using our proprietary split two-plasmid system in a 50-L bioreactor. We compared three methods for single-strand to double-strand DNA conversion and their impact on the sequencing data. We observed a distinct library size profile but comparable impurity distribution. We contrasted recent nanopore sequencing advancements such as the V14 chemistry and dorado basecalling software with the widespread V9 chemistry and detected a markedly increased read quality. Our data highlight a high vector batch quality with low plasmid-derived and host cell DNA impurities of random origin, critical for mitigating associated safety risks. Finally, we compared nanopore data with orthogonal SMRT sequencing data and observed a higher base quality, but largely similar length and impurity profiles. Taken together, nanopore sequencing is a state-of-the-art method for comprehensive, in-depth rAAV vector batch analysis during all stages of gene therapy development.
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Affiliation(s)
| | - Kathrin Breunig
- Ascend Advanced Therapies GmbH, Fraunhoferstraße 9b, 82152 Planegg-Martinsried, Germany
| | - Magdalena Haubner
- Ascend Advanced Therapies GmbH, Fraunhoferstraße 9b, 82152 Planegg-Martinsried, Germany
| | - Florian Sonntag
- Ascend Advanced Therapies GmbH, Fraunhoferstraße 9b, 82152 Planegg-Martinsried, Germany
| | - Markus Hörer
- Ascend Advanced Therapies GmbH, Fraunhoferstraße 9b, 82152 Planegg-Martinsried, Germany
| | - Rebecca C. Feiner
- Ascend Advanced Therapies GmbH, Fraunhoferstraße 9b, 82152 Planegg-Martinsried, Germany
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2
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Radukic MT, Le DT, Krassuski T, Borchert P, Leach DRF, Müller KM. Degradation and stable maintenance of adeno-associated virus inverted terminal repeats in E. coli. Nucleic Acids Res 2025; 53:gkae1170. [PMID: 39657764 PMCID: PMC11754738 DOI: 10.1093/nar/gkae1170] [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: 07/01/2024] [Revised: 10/18/2024] [Accepted: 11/11/2024] [Indexed: 12/12/2024] Open
Abstract
Current plasmid propagation in E. coli compromises large inverted repeats, such as inverted terminal repeats (ITRs) of adeno-associated virus (AAV). Direct long-read sequencing analyses upon varying strains and culture conditions revealed ITR instability caused by a slipped misalignment mechanism, although other mechanism probably contribute. ITRs stabilized in absence of SbcC, which is part of the SbcCD nuclease complex, a human Mre11-Rad50 homolog, or at elevated growth temperatures (e.g. 42°C), with a combination being optimal. Resulting full ITR transgene plasmids improved rAAV yield and purity in HEK-293 productions. The findings advance plasmid biology, cloneable sequences and therapeutic AAV manufacturing.
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Affiliation(s)
- Marco T Radukic
- Cellular and Molecular Biotechnology, Faculty of Technology, Bielefeld University, Universitätsstraße 25, 33615 Bielefeld, North Rhine-Westphalia, Germany
| | - Dinh To Le
- Cellular and Molecular Biotechnology, Faculty of Technology, Bielefeld University, Universitätsstraße 25, 33615 Bielefeld, North Rhine-Westphalia, Germany
| | - Timo Krassuski
- Cellular and Molecular Biotechnology, Faculty of Technology, Bielefeld University, Universitätsstraße 25, 33615 Bielefeld, North Rhine-Westphalia, Germany
| | - Philipp Borchert
- Cellular and Molecular Biotechnology, Faculty of Technology, Bielefeld University, Universitätsstraße 25, 33615 Bielefeld, North Rhine-Westphalia, Germany
| | - David R F Leach
- Institute of Cell Biology, School of Biological Sciences, University of Edinburgh, King’s Buildings, Mayfield Road, Edinburgh, EH9 3BF, UK
| | - Kristian M Müller
- Cellular and Molecular Biotechnology, Faculty of Technology, Bielefeld University, Universitätsstraße 25, 33615 Bielefeld, North Rhine-Westphalia, Germany
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3
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Scott S, Westhaus A, Nazareth D, Cabanes-Creus M, Navarro RG, Chandra D, Zhu E, Venkateswaran A, Alexander IE, Bauer DC, Wilson LO, Lisowski L. AAVolve: Concatenated long-read deep sequencing enables whole capsid tracking during shuffled AAV library selection. Mol Ther Methods Clin Dev 2024; 32:101351. [PMID: 39498467 PMCID: PMC11532298 DOI: 10.1016/j.omtm.2024.101351] [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: 07/09/2024] [Accepted: 09/30/2024] [Indexed: 11/07/2024]
Abstract
Gene therapies using recombinant adeno-associated virus (AAV) vectors have demonstrated considerable clinical success in the treatment of genetic disorders. Improved vectors with favorable tropism profiles, decreased immunogenicity, and enhanced manufacturability are poised to further improve the state of gene therapies. Such vectors can be identified through directed evolution, a process of subjecting a diverse capsid library to a selection pressure to identify individual variants with a desired trait. Currently, libraries that involve changes distributed throughout the AAV capsid coding region, such as DNA family shuffled libraries, are largely characterized using low-throughput Sanger sequencing of individual clones. However, improvements in long-read sequencing technologies have increased their applicability to capsid libraries and evaluation of the selection process. Here, we explore the application of Oxford Nanopore Technologies refined by a concatemeric consensus method for initial library characterization and monitoring selection of a shuffled AAV capsid library. Furthermore, we present AAVolve, a bioinformatic pipeline for processing long-read data from AAV-directed evolution experiments. Our approach allows high-throughput characterization of AAV capsids in a streamlined manner, facilitating deeper insights into library composition through multiple rounds of selection, and generalization through training of machine learning models.
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Affiliation(s)
- Suzanne Scott
- Translational Vectorology Research Unit, Children’s Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, NSW 2145, Australia
- Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Westmead, NSW 2145, Australia
| | - Adrian Westhaus
- Translational Vectorology Research Unit, Children’s Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, NSW 2145, Australia
| | - Deborah Nazareth
- Translational Vectorology Research Unit, Children’s Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, NSW 2145, Australia
| | - Marti Cabanes-Creus
- Translational Vectorology Research Unit, Children’s Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, NSW 2145, Australia
| | - Renina Gale Navarro
- Translational Vectorology Research Unit, Children’s Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, NSW 2145, Australia
| | - Deborah Chandra
- Translational Vectorology Research Unit, Children’s Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, NSW 2145, Australia
| | - Erhua Zhu
- Gene Therapy Research Unit, Children’s Medical Research Institute and The Children’s Hospital at Westmead, Faculty of Medicine and Health, The University of Sydney, and Sydney Children’s Hospitals Network, Westmead, NSW 2145, Australia
| | - Aravind Venkateswaran
- Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Westmead, NSW 2145, Australia
| | - Ian E. Alexander
- Gene Therapy Research Unit, Children’s Medical Research Institute and The Children’s Hospital at Westmead, Faculty of Medicine and Health, The University of Sydney, and Sydney Children’s Hospitals Network, Westmead, NSW 2145, Australia
- Discipline of Child and Adolescent Health, The University of Sydney, Sydney Medical School, Faculty of Medicine and Health, Westmead, NSW 2145, Australia
| | - Denis C. Bauer
- Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Westmead, NSW 2145, Australia
- Department of Biomedical Sciences, Faculty of Medicine and Health Science, Macquarie University, Macquarie Park, NSW 2113, Australia
- Applied BioSciences, Faculty of Science and Engineering, Macquarie University, Macquarie Park, NSW 2113, Australia
| | - Laurence O.W. Wilson
- Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Westmead, NSW 2145, Australia
- Applied BioSciences, Faculty of Science and Engineering, Macquarie University, Macquarie Park, NSW 2113, Australia
| | - Leszek Lisowski
- Translational Vectorology Research Unit, Children’s Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, NSW 2145, Australia
- Laboratory of Molecular Oncology and Innovative Therapies, Military Institute of Medicine – National Research Institute, 04-141 Warsaw, Poland
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4
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Brimble MA, Winston SM. Non-encapsidated miRNA contaminants found in AAV preparations. Mol Ther Methods Clin Dev 2024; 32:101336. [PMID: 39345970 PMCID: PMC11439532 DOI: 10.1016/j.omtm.2024.101336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/01/2024]
Affiliation(s)
- Mark A. Brimble
- Department of Host-Microbe Interactions, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Stephen M. Winston
- Department of Surgery, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
- Graduate School of Biomedical Sciences, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
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5
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Tshiabuila D, Choga W, San JE, Maponga T, Van Zyl G, Giandhari J, Pillay S, Preiser W, Naidoo Y, Baxter C, Martin DP, de Oliveira T. An Oxford Nanopore Technology-Based Hepatitis B Virus Sequencing Protocol Suitable for Genomic Surveillance Within Clinical Diagnostic Settings. Int J Mol Sci 2024; 25:11702. [PMID: 39519254 PMCID: PMC11546910 DOI: 10.3390/ijms252111702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Revised: 10/20/2024] [Accepted: 10/24/2024] [Indexed: 11/16/2024] Open
Abstract
Chronic Hepatitis B Virus (HBV) infection remains a significant public health concern, particularly in Africa, where the burden is substantial. HBV is an enveloped virus, classified into ten phylogenetically distinct genotypes (A-J). Tests to determine HBV genotypes are based on full-genome sequencing or reverse hybridization. In practice, both approaches have limitations. Whereas diagnostic sequencing, generally using the Sanger approach, tends to focus only on the S-gene and yields little or no information on intra-patient HBV genetic diversity, reverse hybridization detects only known genotype-specific mutations. To resolve these limitations, we developed an Oxford Nanopore Technology (ONT)-based HBV diagnostic sequencing protocol suitable for clinical virology that yields both complete genome sequences and extensive intra-patient HBV diversity data. Specifically, the protocol involves tiling-based PCR amplification of HBV sequences, library preparation using the ONT Rapid Barcoding Kit (Oxford nanopore Technologies, Oxford, OX4 4DQ, UK), ONT GridION sequencing, genotyping using genome detective software v1.132/1.133, a recombination analysis using jpHMM (26 October 2011 version) and RDP5.61 software, and drug resistance profiling using Geno2pheno v2.0 software. We prove the utility of our protocol by efficiently generating and characterizing high-quality near full-length HBV genomes from 148 residual diagnostic samples from HBV-infected patients in the Western Cape province of South Africa, providing valuable insights into the genetic diversity and epidemiology of HBV in this region of the world.
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Affiliation(s)
- Derek Tshiabuila
- Centre for Epidemic Response and Innovation (CERI), Stellenbosch University, Stellenbosch 7600, South Africa; (W.C.); (Y.N.); (C.B.); (T.d.O.)
| | - Wonderful Choga
- Centre for Epidemic Response and Innovation (CERI), Stellenbosch University, Stellenbosch 7600, South Africa; (W.C.); (Y.N.); (C.B.); (T.d.O.)
| | - James E. San
- Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC 27710, USA;
| | - Tongai Maponga
- Division of Medical Virology, National Health Laboratory Service Tygerberg, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town 8000, South Africa; (T.M.); (G.V.Z.)
| | - Gert Van Zyl
- Division of Medical Virology, National Health Laboratory Service Tygerberg, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town 8000, South Africa; (T.M.); (G.V.Z.)
| | - Jennifer Giandhari
- KwaZulu Natal Research and Innovation Sequencing Platform (KRISP), University of KwaZulu Natal, Durban 4001, South Africa; (J.G.); (S.P.)
| | - Sureshnee Pillay
- KwaZulu Natal Research and Innovation Sequencing Platform (KRISP), University of KwaZulu Natal, Durban 4001, South Africa; (J.G.); (S.P.)
| | - Wolfgang Preiser
- Division of Medical Virology, National Health Laboratory Service Tygerberg, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town 8000, South Africa; (T.M.); (G.V.Z.)
| | - Yeshnee Naidoo
- Centre for Epidemic Response and Innovation (CERI), Stellenbosch University, Stellenbosch 7600, South Africa; (W.C.); (Y.N.); (C.B.); (T.d.O.)
| | - Cheryl Baxter
- Centre for Epidemic Response and Innovation (CERI), Stellenbosch University, Stellenbosch 7600, South Africa; (W.C.); (Y.N.); (C.B.); (T.d.O.)
| | - Darren P. Martin
- Computational Biology Division, Department of Integrative Biomedical Sciences, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, Cape Town 8000, South Africa;
| | - Tulio de Oliveira
- Centre for Epidemic Response and Innovation (CERI), Stellenbosch University, Stellenbosch 7600, South Africa; (W.C.); (Y.N.); (C.B.); (T.d.O.)
- KwaZulu Natal Research and Innovation Sequencing Platform (KRISP), University of KwaZulu Natal, Durban 4001, South Africa; (J.G.); (S.P.)
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6
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Sun Y, Lu ZX, Miller M, Valcour Y, Khimani AH, Bauer J, Salomon M, Tong Y. A dual-reference study design for understanding and improving AAV genome size analysis. Electrophoresis 2024; 45:1515-1524. [PMID: 38488707 DOI: 10.1002/elps.202400011] [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: 01/12/2024] [Revised: 03/05/2024] [Accepted: 03/06/2024] [Indexed: 09/29/2024]
Abstract
Recombinant adeno-associated virus (rAAV) is the leading platform of gene delivery for its long-lasting gene transformation and low immunogenicity. Characterization of the integrity and purity of the rAAV genome is critical to ensure clinical potency and safety. However, current rAAV genome characterization methods that can provide size assessment are either time-consuming or not easily accessible to general labs. Additionally, there is a lack of right reference standard for analyzing long single-stranded DNA (ssDNA) fragments. Here, we have developed an ssDNA assay on a microfluidic capillary electrophoresis platform using ssDNA reference standard. This assay provides size calling for ssDNA fragment, a detection sensitivity at ∼89 pg/µL (3 × 1010 GC/mL AAV) for 5.1 kb ssDNA fragment, and a turnaround time at ∼100 s per sample with a high throughput sample analyzing capability. Moreover, we have observed that the annealing of AAV ssDNA subsequent to its release from the capsid might introduce an additional double-stranded DNA (dsDNA) peak. This phenomenon is dependent on the sample processing workflow. To avoid the risk of mischaracterization, we recommend the use of dual-reference standards in combination with other orthogonal methods to have a comprehensive understanding of the rAAV genome size and integrity.
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Affiliation(s)
- Yali Sun
- Revvity, Inc, Waltham, Massachusetts, USA
| | | | | | | | | | - Jana Bauer
- Revvity, Inc, Waltham, Massachusetts, USA
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7
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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] [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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8
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Zhang J, Yu X, Chrzanowski M, Tian J, Pouchnik D, Guo P, Herzog RW, Xiao W. Thorough molecular configuration analysis of noncanonical AAV genomes in AAV vector preparations. Mol Ther Methods Clin Dev 2024; 32:101215. [PMID: 38463141 PMCID: PMC10924063 DOI: 10.1016/j.omtm.2024.101215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 02/16/2024] [Indexed: 03/12/2024]
Abstract
The unique palindromic inverted terminal repeats (ITRs) and single-stranded nature of adeno-associated virus (AAV) DNA are major hurdles to current sequencing technologies. Due to these characteristics, sequencing noncanonical AAV genomes present in AAV vector preparations remains challenging. To address this limitation, we developed thorough molecule configuration analysis of noncanonical AAV genomes (TMCA-AAV-seq). TMCA-AAV-seq takes advantage of the documented AAV packaging mechanism in which encapsidation initiates from its 3' ITR, for AAV-seq library construction. Any AAV genome with a 3' ITR is converted to a template suitable to adapter addition by a Bst DNA polymerase-mediated extension reaction. This extension reaction helps fix ITR heterogeneity in the AAV population and allows efficient adapter addition to even noncanonical AAV genomes. The resulting library maintains the original AAV genome configurations without introducing undesired changes. Subsequently, long-read sequencing can be performed by the Pacific Biosciences (PacBio) single-molecule, real-time (SMRT) sequencing technology platform. Finally, through comprehensive data analysis, we can recover canonical, noncanonical AAV DNA, and non-AAV vector DNA sequences, along with their molecular configurations. Our method is a robust tool for profiling thorough AAV-population genomes. TMCA-AAVseq can be further extended to all parvoviruses and their derivative vectors.
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Affiliation(s)
- Junping Zhang
- Herman B Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | | | | | - Jiahe Tian
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY 14853, USA
| | - Derek Pouchnik
- School of Molecular Biosciences, Washington State University, Pullman, WA 99164-4660, USA
| | - Ping Guo
- Lewis Katz School of Medicine, Temple University, Philadelphia, PA 19140, USA
| | - Roland W. Herzog
- Herman B Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Weidong Xiao
- Herman B Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN 46202, USA
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9
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Chen Y, Hu S, Lee W, Walsh N, Iozza K, Huang N, Preston G, Drouin LM, Jia N, Deng J, Hebben M, Liao J. A Comprehensive Study of the Effects by Sequence Truncation within Inverted Terminal Repeats (ITRs) on the Productivity, Genome Packaging, and Potency of AAV Vectors. Microorganisms 2024; 12:310. [PMID: 38399714 PMCID: PMC10892565 DOI: 10.3390/microorganisms12020310] [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: 12/17/2023] [Revised: 01/23/2024] [Accepted: 01/26/2024] [Indexed: 02/25/2024] Open
Abstract
One of the primary challenges in working with adeno-associated virus (AAV) lies in the inherent instability of its inverted terminal repeats (ITRs), which play vital roles in AAV replication, encapsidation, and genome integration. ITRs contain a high GC content and palindromic structure, which occasionally results in truncations and mutations during plasmid amplification in bacterial cells. However, there is no thorough study on how these alterations in ITRs impact the ultimate AAV vector characteristics. To close this gap, we designed ITRs with common variations, including a single B, C, or D region deletion at one end, and dual deletions at both ends of the vector genome. These engineered ITR-carrying plasmids were utilized to generate AAV vectors in HEK293 cells. The crude and purified AAV samples were collected and analyzed for yield, capsid DNA-filled percentage, potency, and ITR integrity. The results show that a single deletion had minor impact on AAV productivity, packaging efficiency, and in vivo potency. However, deletions on both ends, except A, showed significant negative effects on the above characteristics. Our work revealed the role of ITR regions, A, B, C, and D for AAV production and DNA replication, and proposes a new strategy for the quality control of ITR-bearing plasmids and final AAV products.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Jing Liao
- Genomic Medicine, Alexion, AstraZeneca Rare Disease, 65 Hayden Avenue, Lexington, MA 02421, USA; (Y.C.); (S.H.); (W.L.); (N.W.); (K.I.); (N.H.); (G.P.); (L.M.D.); (N.J.); (J.D.); (M.H.)
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10
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Tshiabuila D, Choga W, James SE, Maponga T, Preiser W, van Zyl G, Moir M, van Wyk S, Giandhari J, Pillay S, Anyaneji UJ, Lessells RJ, Naidoo Y, Sanko TJ, Wilkinson E, Tegally H, Baxter C, Martin DP, de Oliveira T. An Oxford Nanopore Technology-Based Hepatitis B Virus Sequencing Protocol Suitable For Genomic Surveillance Within Clinical Diagnostic Settings. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.01.19.24301519. [PMID: 38293032 PMCID: PMC10827254 DOI: 10.1101/2024.01.19.24301519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
Chronic hepatitis B virus (HBV) infection remains a significant public health concern, particularly in Africa, where there is a substantial burden. HBV is an enveloped virus, with isolates being classified into ten phylogenetically distinct genotypes (A - J) determined based on full-genome sequence data or reverse hybridization-based diagnostic tests. In practice, limitations are noted in that diagnostic sequencing, generally using Sanger sequencing, tends to focus only on the S-gene, yielding little or no information on intra-patient HBV genetic diversity with very low-frequency variants and reverse hybridization detects only known genotype-specific mutations. To resolve these limitations, we developed an Oxford Nanopore Technology (ONT)-based HBV genotyping protocol suitable for clinical virology, yielding complete HBV genome sequences and extensive data on intra-patient HBV diversity. Specifically, the protocol involves tiling-based PCR amplification of HBV sequences, library preparation using the ONT Rapid Barcoding Kit, ONT GridION sequencing, genotyping using Genome Detective software, recombination analysis using jpHMM and RDP5 software, and drug resistance profiling using Geno2pheno software. We prove the utility of our protocol by efficiently generating and characterizing high-quality near full-length HBV genomes from 148 left-over diagnostic Hepatitis B patient samples obtained in the Western Cape province of South Africa, providing valuable insights into the genetic diversity and epidemiology of HBV in this region of the world.
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Affiliation(s)
- Derek Tshiabuila
- Centre for Epidemic Response and Innovation (CERI), Stellenbosch University, South Africa
| | - Wonderful Choga
- Centre for Epidemic Response and Innovation (CERI), Stellenbosch University, South Africa
| | - San E. James
- Centre for Epidemic Response and Innovation (CERI), Stellenbosch University, South Africa
- KwaZulu Natal Research and Innovation Sequencing Platform (KRISP), University of KwaZulu Natal, Durban, South Africa
| | - Tongai Maponga
- Division of Medical Virology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa & National Health Laboratory Service
| | - Wolfgang Preiser
- Division of Medical Virology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa & National Health Laboratory Service
| | - Gert van Zyl
- Division of Medical Virology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa & National Health Laboratory Service
| | - Monika Moir
- Centre for Epidemic Response and Innovation (CERI), Stellenbosch University, South Africa
| | - Stephanie van Wyk
- Collaborating Centre for Optimizing Antimalarial Therapy (CCOAT), Mitigating Antimalarial Resistance Consortium in South East Africa (MARC SEA), Department of Medicine, Division of Clinical Pharmacology, University of Cape Town, South Africa
| | - Jennifer Giandhari
- KwaZulu Natal Research and Innovation Sequencing Platform (KRISP), University of KwaZulu Natal, Durban, South Africa
| | - Sureshnee Pillay
- KwaZulu Natal Research and Innovation Sequencing Platform (KRISP), University of KwaZulu Natal, Durban, South Africa
| | - Ugochukwu J. Anyaneji
- KwaZulu Natal Research and Innovation Sequencing Platform (KRISP), University of KwaZulu Natal, Durban, South Africa
| | - Richard J. Lessells
- KwaZulu Natal Research and Innovation Sequencing Platform (KRISP), University of KwaZulu Natal, Durban, South Africa
| | - Yeshnee Naidoo
- Centre for Epidemic Response and Innovation (CERI), Stellenbosch University, South Africa
| | - Tomasz Janusz Sanko
- Centre for Epidemic Response and Innovation (CERI), Stellenbosch University, South Africa
| | - Eduan Wilkinson
- Centre for Epidemic Response and Innovation (CERI), Stellenbosch University, South Africa
| | - Houriiyah Tegally
- Centre for Epidemic Response and Innovation (CERI), Stellenbosch University, South Africa
| | - Cheryl Baxter
- Centre for Epidemic Response and Innovation (CERI), Stellenbosch University, South Africa
| | - Darren P. Martin
- Computational Biology Division, Department of Integrative Biomedical Sciences, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, Observatory 7925, South Africa
| | - Tulio de Oliveira
- Centre for Epidemic Response and Innovation (CERI), Stellenbosch University, South Africa
- KwaZulu Natal Research and Innovation Sequencing Platform (KRISP), University of KwaZulu Natal, Durban, South Africa
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11
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Tereshko L, Zhao X, Gagnon J, Lin T, Ewald T, Wang Y, Feschenko M, Mason C. A novel method for quantitation of AAV genome integrity using duplex digital PCR. PLoS One 2023; 18:e0293277. [PMID: 38096204 PMCID: PMC10721069 DOI: 10.1371/journal.pone.0293277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 10/10/2023] [Indexed: 12/17/2023] Open
Abstract
Recombinant adeno-associated virus (rAAV) vectors have become a reliable strategy for delivering gene therapies. As rAAV capsid content is known to be heterogeneous, methods for rAAV characterization are critical for assessing the efficacy and safety of drug products. Multiplex digital PCR (dPCR) has emerged as a popular molecular approach for characterizing capsid content due to its high level of throughput, accuracy, and replicability. Despite growing popularity, tools to accurately analyze multiplexed data are scarce. Here, we introduce a novel statistical model to estimate genome integrity from duplex dPCR assays. This work demonstrates that use of a Poisson-multinomial mixture distribution significantly improves the accuracy and quantifiable range of duplex dPCR assays over currently available models.
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Affiliation(s)
- Lauren Tereshko
- Analytical Development, Biogen, Cambridge, Massachusetts, United States of America
| | - Xiaohui Zhao
- Analytical Development, Biogen, Cambridge, Massachusetts, United States of America
| | - Jake Gagnon
- Biostatistics, Biogen, Cambridge, Massachusetts, United States of America
| | - Tinchi Lin
- Analytics and Data Sciences, Biogen, Cambridge, Massachusetts, United States of America
| | - Trevor Ewald
- Analytical Development, Biogen, Cambridge, Massachusetts, United States of America
| | - Yu Wang
- Analytical Development, Biogen, Cambridge, Massachusetts, United States of America
| | - Marina Feschenko
- Analytical Development, Biogen, Cambridge, Massachusetts, United States of America
| | - Cullen Mason
- Analytical Development, Biogen, Cambridge, Massachusetts, United States of America
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12
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Blay E, Hardyman E, Morovic W. PCR-based analytics of gene therapies using adeno-associated virus vectors: Considerations for cGMP method development. Mol Ther Methods Clin Dev 2023; 31:101132. [PMID: 37964893 PMCID: PMC10641278 DOI: 10.1016/j.omtm.2023.101132] [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] [Indexed: 11/16/2023]
Abstract
The field of gene therapy has evolved and improved so that today the treatment of thousands of genetic diseases is now possible. An integral aspect of the drug development process is generating analytical methods to be used throughout clinical and commercial manufacturing. Enumeration and identification assays using genetic testing are critical to ensure the safety, efficacy, and stability of many active pharmaceutical ingredients. While nucleic acid-based methods are already reliable and rapid, there are unique biological, technological, and regulatory aspects in gene therapies that must be considered. This review surveys aspects of method development and validation using nucleic acid-based testing of gene therapies by focusing on adeno-associated virus (AAV) vectors and their co-transfection factors. Key differences between quantitative PCR and droplet digital technologies are discussed to show how improvements can be made while still adhering to regulatory guidance. Example validation parameters for AAV genome titers are described to demonstrate the scope of analytical development. Finally, several areas for improving analytical testing are presented to inspire future innovation, including next-generation sequencing and artificial intelligence. Reviewing the broad characteristics of gene therapy assessment serves as an introduction for new researchers, while clarifying processes for professionals already involved in pharmaceutical manufacturing.
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Affiliation(s)
- Emmanuel Blay
- Gene & Cell Therapy, PPD GMP Laboratories, Part of ThermoFisher Scientific, Middleton, WI, USA
| | - Elaine Hardyman
- Gene & Cell Therapy, PPD GMP Laboratories, Part of ThermoFisher Scientific, Middleton, WI, USA
| | - Wesley Morovic
- Gene & Cell Therapy, PPD GMP Laboratories, Part of ThermoFisher Scientific, Middleton, WI, USA
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13
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Brimble MA, Winston SM, Davidoff AM. Stowaways in the cargo: Contaminating nucleic acids in rAAV preparations for gene therapy. Mol Ther 2023; 31:2826-2838. [PMID: 37533254 PMCID: PMC10556190 DOI: 10.1016/j.ymthe.2023.07.025] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Revised: 07/11/2023] [Accepted: 07/31/2023] [Indexed: 08/04/2023] Open
Abstract
Recombinant AAV (rAAV) is the most used delivery vector for clinical gene therapy. However, many issues must be addressed before safer and more widespread implementation can be achieved. At present, efficacies are highly variable across trials and patients, and immune responses after treatment are widely reported. Although rAAV is capable of directly delivering gene-encoded therapeutic sequences, increased scrutiny of viral preparations for translational use have revealed contaminating nucleic acid species packaged within rAAV preparations. The introduction of non-therapeutic nucleic acids into a recipient patient adds to the risk burden, immunogenic or otherwise, of rAAV therapies. DNA from incomplete expression cassettes, portions of plasmids or vectors used to facilitate viral replication, and production cell line genomes all have the potential to be packaged within rAAV. Here, we review what is currently known about the profile, abundance, and post-treatment consequences of nucleic acid impurities within rAAV and cover strategies that have been developed to improve rAAV purity. Furthering our understanding of these aberrantly packaged DNA species will help to ensure the continued safe implementation of rAAV therapies as the number of patients treated with this modality increases.
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Affiliation(s)
- Mark A Brimble
- Department of Immunology, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN 38105, USA.
| | - Stephen M Winston
- Department of Surgery, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN 38105, USA; St. Jude Children's Research Hospital Graduate School of Biomedical Sciences, 262 Danny Thomas Place, Memphis, TN 38105, USA
| | - Andrew M Davidoff
- Department of Surgery, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN 38105, USA
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14
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Genome concentration, characterization, and integrity analysis of recombinant adeno-associated viral vectors using droplet digital PCR. PLoS One 2023; 18:e0280242. [PMID: 36696399 PMCID: PMC9876284 DOI: 10.1371/journal.pone.0280242] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 12/24/2022] [Indexed: 01/26/2023] Open
Abstract
Precise, reproducible characterization of AAV is critical for comparing preclinical results between laboratories and determining a safe and effective clinical dose for gene therapy applications. In this study, we systematically evaluated numerous parameters to produce a simple and robust ddPCR protocol for AAV characterization. The protocol uses a low ionic strength buffer containing Pluronic-F68 and polyadenylic acid to dilute the AAV into the ddPCR concentration range and a 10-minute thermal capsid lysis prior to assembling ddPCR reactions containing MspI. A critical finding is that the buffer composition affected the ITR concentration of AAV but not the ITR concentration of a double stranded plasmid, which has implications when using a theoretical, stoichiometric conversion factor to obtain the titer based on the ITR concentration. Using this protocol, a more comprehensive analysis of an AAV vector formulation was demonstrated with multiple ddPCR assays distributed throughout the AAV vector genome. These assays amplify the ITR, regulatory elements, and eGFP transgene to provide a more confident estimate of the vector genome concentration and a high-resolution characterization of the vector genome identity. Additionally, we compared two methods of genome integrity analysis for three control sample types at eight different concentrations for each sample. The genome integrity was independent of sample concentration and the expected values were obtained when integrity was determined based on the excess number of positive droplets relative to the number of double positive droplets expected by chance co-encapsulation of two DNA targets. The genome integrity was highly variable and produced unexpected values when the double positive droplet percentage was used to calculate the genome integrity. A protocol using a one-minute thermal capsid lysis prior to assembling ddPCR reactions lacking a restriction enzyme used the non-ITR assays in a duplex ddPCR milepost experiment to determine the genome integrity using linkage analysis.
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15
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Dotto-Maurel A, Pelletier C, Morga B, Jacquot M, Faury N, Dégremont L, Bereszczynki M, Delmotte J, Escoubas JM, Chevignon G. Evaluation of tangential flow filtration coupled to long-read sequencing for ostreid herpesvirus type 1 genome assembly. Microb Genom 2022; 8:mgen000895. [PMID: 36355418 PMCID: PMC9836095 DOI: 10.1099/mgen.0.000895] [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] [Indexed: 11/12/2022] Open
Abstract
Whole-genome sequencing is widely used to better understand the transmission dynamics, the evolution and the emergence of new variants of viral pathogens. This can bring crucial information to stakeholders for disease management. Unfortunately, aquatic virus genomes are usually difficult to characterize because most of these viruses cannot be easily propagated in vitro. Developing methodologies for routine genome sequencing of aquatic viruses is timely given the ongoing threat of disease emergence. This is particularly true for pathogenic viruses infecting species of commercial interest that are widely exchanged between production basins or countries. For example, the ostreid herpesvirus type 1 (OsHV-1) is a Herpesvirus widely associated with mass mortality events of juvenile Pacific oyster Crassostrea gigas. Genomes of Herpesviruses are large and complex with long direct and inverted terminal repeats. In addition, OsHV-1 is unculturable. It therefore accumulates several features that make its genome sequencing and assembly challenging. To overcome these difficulties, we developed a tangential flow filtration (TFF) method to enrich OsHV-1 infective particles from infected host tissues. This virus purification allowed us to extract high molecular weight and high-quality viral DNA that was subjected to Illumina short-read and Nanopore long-read sequencing. Dedicated bioinformatic pipelines were developed to assemble complete OsHV-1 genomes with reads from both sequencing technologies. Nanopore sequencing allowed characterization of new structural variations and major viral isomers while having 99,98 % of nucleotide identity with the Illumina assembled genome. Our study shows that TFF-based purification method, coupled with Nanopore sequencing, is a promising approach to enable in field sequencing of unculturable aquatic DNA virus.
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Affiliation(s)
| | | | | | | | | | | | | | - Jean Delmotte
- IHPE, Univ. Montpellier, CNRS, Ifremer, UPVD, F-34095 Montpellier, France
| | - Jean-Michel Escoubas
- IHPE, Univ. Montpellier, CNRS, Ifremer, UPVD, F-34095 Montpellier, France,*Correspondence: Jean-Michel Escoubas,
| | - Germain Chevignon
- Ifremer, ASIM, F-17390 La Tremblade, France,*Correspondence: Germain Chevignon,
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16
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DNA read count calibration for single-molecule, long-read sequencing. Sci Rep 2022; 12:17257. [PMID: 36319642 PMCID: PMC9626564 DOI: 10.1038/s41598-022-21606-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 09/29/2022] [Indexed: 11/17/2022] Open
Abstract
There are many applications in which quantitative information about DNA mixtures with different molecular lengths is important. Gene therapy vectors are much longer than can be sequenced individually via short-read NGS. However, vector preparations may contain smaller DNAs that behave differently during sequencing. We have used two library preparations each for Pacific Biosystems (PacBio) and Oxford Nanopore Technologies NGS to determine their suitability for quantitative assessment of varying sized DNAs. Equimolar length standards were generated from E. coli genomic DNA. Both PacBio library preparations provided a consistent length dependence though with a complex pattern. This method is sufficiently sensitive that differences in genomic copy number between DNA from E. coli grown in exponential and stationary phase conditions could be detected. The transposase-based Oxford Nanopore library preparation provided a predictable length dependence, but the random sequence starts caused the loss of original length information. The ligation-based approach retained length information but read frequency was more variable. Modeling of E. coli versus lambda read frequency via cubic spline smoothing showed that the shorter genome could be used as a suitable internal spike-in for DNAs in the 200 bp to 10 kb range, allowing meaningful QC to be carried out with AAV preparations.
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17
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Chazot-Franguiadakis L, Eid J, Socol M, Molcrette B, Guégan P, Mougel M, Salvetti A, Montel F. Optical Quantification by Nanopores of Viruses, Extracellular Vesicles, and Nanoparticles. NANO LETTERS 2022; 22:3651-3658. [PMID: 35475610 DOI: 10.1021/acs.nanolett.2c00253] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Nanopores combined with optical approaches can be used to detect viral particles. In this work, we demonstrate the ability of hydrodynamical driving and optical sensing to identify and quantify viral particles in a biological sample. We have developed a simple and rapid method which requires only fluorescent labeling of the particles and can therefore be applied to a wide range of virus type. The system operates in real time and at the single particle level while providing a low error on concentration (4%) and a low limit of detection of 105 particles/mL for an acquisition time of 60 s with the ability to increase the acquisition time to achieve a lower limit.
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Affiliation(s)
| | - Joelle Eid
- Institut de Recherche en Infectiologie de Montpellier, UMR CNRS 9004, Université de Montpellier, Montpellier 34965, France
| | - Marius Socol
- Institut de Recherche en Infectiologie de Montpellier, UMR CNRS 9004, Université de Montpellier, Montpellier 34965, France
| | - Bastien Molcrette
- Laboratoire de Physique, UMR CNRS 5672, ENS de Lyon, Université de Lyon, Lyon 69007, France
| | - Philippe Guégan
- Institut Parisien de Chimie Moléculaire, UMR CNRS 8232, Sorbonne Université, Paris 75252, France
| | - Marylène Mougel
- Institut de Recherche en Infectiologie de Montpellier, UMR CNRS 9004, Université de Montpellier, Montpellier 34965, France
| | - Anna Salvetti
- Centre International de Recherche en Infectiologie, UMR CNRS 5308, Université de Lyon, INSERM, Lyon 69007, France
| | - Fabien Montel
- Laboratoire de Physique, UMR CNRS 5672, ENS de Lyon, Université de Lyon, Lyon 69007, France
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18
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Wongsurawat T, Jenjaroenpun P, Wanchai V, Nookaew I. Native RNA or cDNA Sequencing for Transcriptomic Analysis: A Case Study on Saccharomyces cerevisiae. Front Bioeng Biotechnol 2022; 10:842299. [PMID: 35497361 PMCID: PMC9039254 DOI: 10.3389/fbioe.2022.842299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 03/01/2022] [Indexed: 11/13/2022] Open
Abstract
Direct sequencing of single molecules through nanopores allows for accurate quantification and full-length characterization of native RNA or complementary DNA (cDNA) without amplification. Both nanopore-based native RNA and cDNA approaches involve complex transcriptome procedures at a lower cost. However, there are several differences between the two approaches. In this study, we perform matched native RNA sequencing and cDNA sequencing to enable relevant comparisons and evaluation. Using Saccharomyces cerevisiae, a eukaryotic model organism widely used in industrial biotechnology, two different growing conditions are considered for comparison, including the poly-A messenger RNA isolated from yeast cells grown in minimum media under respirofermentative conditions supplemented with glucose (glucose growth conditions) and from cells that had shifted to ethanol as a carbon source (ethanol growth conditions). Library preparation for direct RNA sequencing is shorter than that for direct cDNA sequencing. The sequence characteristics of the two methods were different, such as sequence yields, quality score of reads, read length distribution, and mapped on reference ability of reads. However, differential gene expression analyses derived from the two approaches are comparable. The unique feature of direct RNA sequencing is RNA modification; we found that the RNA modification at the 5' end of a transcript was underestimated due to the 3' bias behavior of the direct RNA sequencing. Our comprehensive evaluation from this work could help researchers make informed choices when selecting an appropriate long-read sequencing method for understanding gene functions, pathways, and detailed functional characterization.
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Affiliation(s)
- Thidathip Wongsurawat
- Division of Bioinformatics and Data Management for Research, Research Group and Research Network Division, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Piroon Jenjaroenpun
- Division of Bioinformatics and Data Management for Research, Research Group and Research Network Division, Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Visanu Wanchai
- Department of Biomedical Informatics, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Intawat Nookaew
- Department of Biomedical Informatics, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, United States
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19
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Ranasinghe D, Jayadas TTP, Jayathilaka D, Jeewandara C, Dissanayake O, Guruge D, Ariyaratne D, Gunasinghe D, Gomes L, Wijesinghe A, Wijayamuni R, Malavige GN. Comparison of different sequencing techniques for identification of SARS-CoV-2 variants of concern with multiplex real-time PCR. PLoS One 2022; 17:e0265220. [PMID: 35377884 PMCID: PMC8979425 DOI: 10.1371/journal.pone.0265220] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 02/25/2022] [Indexed: 11/18/2022] Open
Abstract
As different SARS-CoV-2 variants emerge and with the continuous evolvement of sub lineages of the delta variant, it is crucial that all countries carry out sequencing of at least >1% of their infections, in order to detect emergence of variants with higher transmissibility and with ability to evade immunity. However, due to limited resources as many resource poor countries are unable to sequence adequate number of viruses, we compared to usefulness of a two-step commercially available multiplex real-time PCR assay to detect important single nucleotide polymorphisms (SNPs) associated with the variants and compared the sensitivity, accuracy and cost effectiveness of the Illumina sequencing platform and the Oxford Nanopore Technologies’ (ONT) platform. 138/143 (96.5%) identified as the alpha and 36/39 (92.3%) samples identified as the delta variants due to the presence of lineage defining SNPs by the multiplex real time PCR, were assigned to the same lineage by either of the two sequencing platforms. 34/37 of the samples sequenced by ONT had <5% ambiguous bases, while 21/37 samples sequenced using Illumina generated <5%. However, the mean PHRED scores averaged at 32.35 by Illumina reads but 10.78 in ONT. This difference results in a base error probability of 1 in 10 by the ONT and 1 in 1000 for Illumina sequencing platform. Sub-consensus single nucleotide variations (SNV) are highly correlated between both platforms (R2 = 0.79) while indels appear to have a weaker correlation (R2 = 0.13). Although the ONT had a slightly higher error rate compared to the Illumina technology, it achieved higher coverage with a lower number or reads, generated less ambiguous bases and was significantly less expensive than Illumina sequencing technology.
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Affiliation(s)
- Diyanath Ranasinghe
- Allergy Immunology and Cell Biology Unit, Department of Immunology and Molecular Medicine, University of Sri Jayewardenepura, Nugegoda, Sri Lanka
| | | | - Deshni Jayathilaka
- Allergy Immunology and Cell Biology Unit, Department of Immunology and Molecular Medicine, University of Sri Jayewardenepura, Nugegoda, Sri Lanka
| | - Chandima Jeewandara
- Allergy Immunology and Cell Biology Unit, Department of Immunology and Molecular Medicine, University of Sri Jayewardenepura, Nugegoda, Sri Lanka
| | - Osanda Dissanayake
- Allergy Immunology and Cell Biology Unit, Department of Immunology and Molecular Medicine, University of Sri Jayewardenepura, Nugegoda, Sri Lanka
| | | | - Dinuka Ariyaratne
- Allergy Immunology and Cell Biology Unit, Department of Immunology and Molecular Medicine, University of Sri Jayewardenepura, Nugegoda, Sri Lanka
| | - Dumni Gunasinghe
- Allergy Immunology and Cell Biology Unit, Department of Immunology and Molecular Medicine, University of Sri Jayewardenepura, Nugegoda, Sri Lanka
| | - Laksiri Gomes
- Allergy Immunology and Cell Biology Unit, Department of Immunology and Molecular Medicine, University of Sri Jayewardenepura, Nugegoda, Sri Lanka
| | - Ayesha Wijesinghe
- Allergy Immunology and Cell Biology Unit, Department of Immunology and Molecular Medicine, University of Sri Jayewardenepura, Nugegoda, Sri Lanka
| | - Ruwan Wijayamuni
- Allergy Immunology and Cell Biology Unit, Department of Immunology and Molecular Medicine, University of Sri Jayewardenepura, Nugegoda, Sri Lanka
| | - Gathsaurie Neelika Malavige
- Allergy Immunology and Cell Biology Unit, Department of Immunology and Molecular Medicine, University of Sri Jayewardenepura, Nugegoda, Sri Lanka
- * E-mail:
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20
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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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21
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Tran NT, Lecomte E, Saleun S, Namkung S, Robin C, Weber K, Devine E, Blouin V, Adjali O, Ayuso E, Gao G, Penaud-Budloo M, Tai PW. Human and Insect Cell-Produced Recombinant Adeno-Associated Viruses Show Differences in Genome Heterogeneity. Hum Gene Ther 2022; 33:371-388. [PMID: 35293222 PMCID: PMC9063199 DOI: 10.1089/hum.2022.050] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Accepted: 03/02/2022] [Indexed: 02/01/2023] Open
Abstract
In the past two decades, adeno-associated virus (AAV) vector manufacturing has made remarkable advancements to meet large-scale production demands for preclinical and clinical trials. In addition, AAV vectors have been extensively studied for their safety and efficacy. In particular, the presence of empty AAV capsids and particles containing "inaccurate" vector genomes in preparations has been a subject of concern. Several methods exist to separate empty capsids from full particles; but thus far, no single technique can produce vectors that are free of empty or partial (non-unit length) capsids. Unfortunately, the exact genome compositions of full, intermediate, and empty capsids remain largely unknown. In this work, we used AAV-genome population sequencing to explore the compositions of DNase-resistant, encapsidated vector genomes produced by two common production pipelines: plasmid transfection in human embryonic kidney cells (pTx/HEK293) and baculovirus expression vectors in Spodoptera frugiperda insect cells (rBV/Sf9). Intriguingly, our results show that vectors originating from the same construct design that were manufactured by the rBV/Sf9 system produced a higher degree of truncated and unresolved species than those generated by pTx/HEK293 production. We also demonstrate that empty particles purified by cesium chloride gradient ultracentrifugation are not truly empty but are instead packaged with genomes composed of a single truncated and/or unresolved inverted terminal repeat (ITR). Our data suggest that the frequency of these "mutated" ITRs correlates with the abundance of inaccurate genomes in all fractions. These surprising findings shed new light on vector efficacy, safety, and how clinical vectors should be quantified and evaluated.
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Affiliation(s)
- Ngoc Tam Tran
- Horae Gene Therapy Center, UMass Chan Medical School, Worcester, Massachusetts, USA
- Department of Microbiology and Physiological Systems, UMass Chan Medical School, Worcester, Massachusetts, USA
| | - Emilie Lecomte
- INSERM UMR 1089, University of Nantes, CHU of Nantes, Nantes, France
| | - Sylvie Saleun
- INSERM UMR 1089, University of Nantes, CHU of Nantes, Nantes, France
| | - Suk Namkung
- Horae Gene Therapy Center, UMass Chan Medical School, Worcester, Massachusetts, USA
- Department of Microbiology and Physiological Systems, UMass Chan Medical School, Worcester, Massachusetts, USA
| | - Cécile Robin
- INSERM UMR 1089, University of Nantes, CHU of Nantes, Nantes, France
| | | | - Eric Devine
- INSERM UMR 1089, University of Nantes, CHU of Nantes, Nantes, France
| | - Veronique Blouin
- INSERM UMR 1089, University of Nantes, CHU of Nantes, Nantes, France
| | - Oumeya Adjali
- INSERM UMR 1089, University of Nantes, CHU of Nantes, Nantes, France
| | - Eduard Ayuso
- INSERM UMR 1089, University of Nantes, CHU of Nantes, Nantes, France
| | - Guangping Gao
- Horae Gene Therapy Center, UMass Chan Medical School, Worcester, Massachusetts, USA
- Department of Microbiology and Physiological Systems, UMass Chan Medical School, Worcester, Massachusetts, USA
- Li Weibo Institute of Rare Diseases Research; UMass Chan Medical School, Worcester, Massachusetts, USA
| | | | - Phillip W.L. Tai
- Horae Gene Therapy Center, UMass Chan Medical School, Worcester, Massachusetts, USA
- Department of Microbiology and Physiological Systems, UMass Chan Medical School, Worcester, Massachusetts, USA
- Li Weibo Institute of Rare Diseases Research; UMass Chan Medical School, Worcester, Massachusetts, USA
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22
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Overview of analytics needed to support a robust gene therapy manufacturing process. CURRENT OPINION IN BIOMEDICAL ENGINEERING 2021. [DOI: 10.1016/j.cobme.2021.100339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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23
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Keiser MS, Ranum PT, Yrigollen CM, Carrell EM, Smith GR, Muehlmatt AL, Chen YH, Stein JM, Wolf RL, Radaelli E, Lucas TJ, Gonzalez-Alegre P, Davidson BL. Toxicity after AAV delivery of RNAi expression constructs into nonhuman primate brain. Nat Med 2021; 27:1982-1989. [PMID: 34663988 DOI: 10.1038/s41591-021-01522-3] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 08/30/2021] [Indexed: 12/14/2022]
Abstract
RNA interference (RNAi) for spinocerebellar ataxia type 1 can prevent and reverse behavioral deficits and neuropathological readouts in mouse models, with safety and benefit lasting over many months. The RNAi trigger, expressed from adeno-associated virus vectors (AAV.miS1), also corrected misregulated microRNAs (miRNA) such as miR150. Subsequently, we showed that the delivery method was scalable, and that AAV.miS1 was safe in short-term pilot nonhuman primate (NHP) studies. To advance the technology to patients, investigational new drug (IND)-enabling studies in NHPs were initiated. After AAV.miS1 delivery to deep cerebellar nuclei, we unexpectedly observed cerebellar toxicity. Both small-RNA-seq and studies using AAVs devoid of miRNAs showed that this was not a result of saturation of the endogenous miRNA processing machinery. RNA-seq together with sequencing of the AAV product showed that, despite limited amounts of cross-packaged material, there was substantial inverted terminal repeat (ITR) promoter activity that correlated with neuropathologies. ITR promoter activity was reduced by altering the miS1 expression context. The surprising contrast between our rodent and NHP findings highlight the need for extended safety studies in multiple species when assessing new therapeutics for human application.
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Affiliation(s)
- Megan S Keiser
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, The Children's Hospital of Philadelphia Research Institute, Philadelphia, PA, USA
| | - Paul T Ranum
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, The Children's Hospital of Philadelphia Research Institute, Philadelphia, PA, USA
| | - Carolyn M Yrigollen
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, The Children's Hospital of Philadelphia Research Institute, Philadelphia, PA, USA
| | - Ellie M Carrell
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, The Children's Hospital of Philadelphia Research Institute, Philadelphia, PA, USA
| | - Geary R Smith
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, The Children's Hospital of Philadelphia Research Institute, Philadelphia, PA, USA
| | - Amy L Muehlmatt
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, The Children's Hospital of Philadelphia Research Institute, Philadelphia, PA, USA
| | - Yong Hong Chen
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, The Children's Hospital of Philadelphia Research Institute, Philadelphia, PA, USA
| | - Joel M Stein
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ronald L Wolf
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Enrico Radaelli
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Timothy J Lucas
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Pedro Gonzalez-Alegre
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, The Children's Hospital of Philadelphia Research Institute, Philadelphia, PA, USA.,Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Beverly L Davidson
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, The Children's Hospital of Philadelphia Research Institute, Philadelphia, PA, USA. .,Department of Pathology & Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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24
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Green EA, Lee KH. Analytical methods to characterize recombinant adeno-associated virus vectors and the benefit of standardization and reference materials. Curr Opin Biotechnol 2021; 71:65-76. [PMID: 34273809 PMCID: PMC8530916 DOI: 10.1016/j.copbio.2021.06.025] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 05/26/2021] [Accepted: 06/28/2021] [Indexed: 12/18/2022]
Abstract
Recombinant adeno-associated virus (rAAV) is an increasingly important gene therapy vector, but its properties present unique challenges to critical quality attribute (CQA) identification and analytics development. Advances in, and ongoing hurdles to, characterizing rAAV proteins, nucleic acids, and vector potency are discussed in this review. For nucleic acids and vector potency, current analytical techniques for defined CQAs would benefit from further optimization, while for proteins, more complete characterization and mapping of properties to safety and efficacy is needed to finalize CQAs. The benefits of leveraging reference vectors to validate analytics and CQA ranges are also proposed. Once defined, CQA specifications can be used to establish target parameters for and inform the development of next generation rAAV processes.
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Affiliation(s)
- Erica A Green
- Department of Chemical and Biomolecular Engineering, University of Delaware, 590 Avenue 1743, Newark, DE 19713, USA
| | - Kelvin H Lee
- Department of Chemical and Biomolecular Engineering, University of Delaware, 590 Avenue 1743, Newark, DE 19713, USA.
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25
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Meier AF, Tobler K, Leisi R, Lkharrazi A, Ros C, Fraefel C. Herpes simplex virus co-infection facilitates rolling circle replication of the adeno-associated virus genome. PLoS Pathog 2021; 17:e1009638. [PMID: 34061891 PMCID: PMC8195378 DOI: 10.1371/journal.ppat.1009638] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 06/11/2021] [Accepted: 05/13/2021] [Indexed: 12/12/2022] Open
Abstract
Adeno-associated virus (AAV) genome replication only occurs in the presence of a co-infecting helper virus such as adenovirus type 5 (AdV5) or herpes simplex virus type 1 (HSV-1). AdV5-supported replication of the AAV genome has been described to occur in a strand-displacement rolling hairpin replication (RHR) mechanism initiated at the AAV 3' inverted terminal repeat (ITR) end. It has been assumed that the same mechanism applies to HSV-1-supported AAV genome replication. Using Southern analysis and nanopore sequencing as a novel, high-throughput approach to study viral genome replication we demonstrate the formation of double-stranded head-to-tail concatemers of AAV genomes in the presence of HSV-1, thus providing evidence for an unequivocal rolling circle replication (RCR) mechanism. This stands in contrast to the textbook model of AAV genome replication when HSV-1 is the helper virus.
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Affiliation(s)
| | - Kurt Tobler
- Institute of Virology, University of Zurich, Zurich, Switzerland
| | - Remo Leisi
- Department for Chemistry, Biochemistry and Pharmaceutical Sciences, University of Bern, Bern, Switzerland
| | - Anouk Lkharrazi
- Institute of Virology, University of Zurich, Zurich, Switzerland
| | - Carlos Ros
- Department for Chemistry, Biochemistry and Pharmaceutical Sciences, University of Bern, Bern, Switzerland
| | - Cornel Fraefel
- Institute of Virology, University of Zurich, Zurich, Switzerland
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