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Noriega HA, Wang Q, Yu D, Wang XS. Structural studies of Parvoviridae capsid assembly and evolution: implications for novel AAV vector design. Front Artif Intell 2025; 8:1559461. [PMID: 40242328 PMCID: PMC12000042 DOI: 10.3389/frai.2025.1559461] [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: 01/12/2025] [Accepted: 03/20/2025] [Indexed: 04/18/2025] Open
Abstract
Adeno-associated virus (AAV) vectors have emerged as powerful tools in gene therapy, potentially treating various genetic disorders. Engineering the AAV capsids through computational methods enables the customization of these vectors to enhance their effectiveness and safety. This engineering allows for the development of gene therapies that are not only more efficient but also personalized to unique genetic profiles. When developing, it is essential to understand the structural biology and the vast techniques used to guide vector designs. This review covers the fundamental biology of the Parvoviridae capsids, focusing on modern structural study techniques, including (a) Cryo-electron microscopy and X-ray Crystallography studies and (b) Comparative analysis of capsid structures across different Parvoviridae species. Along with the structure and evolution of the Parvoviridae capsids, computational methods have provided significant insights into the design of novel AAV vector techniques, which include (a) Structure-guided design of AAV capsids with improved properties, (b) Directed Evolution of AAV capsids for specific applications, and (c) Computational prediction of AAV capsid-receptor interactions. Further discussion addressed the ongoing challenges in the AAV vector design and proposed future directions for exploring enhanced computational tools, such as artificial intelligence/machine learning and deep learning.
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Affiliation(s)
- Heather A. Noriega
- Department of Pharmaceutical Sciences, Artificial Intelligence and Drug Discovery Core Laboratory for District of Columbia Center for AIDS Research (DC CFAR), College of Pharmacy, Howard University, Washington, DC, United States
| | - Qizhao Wang
- AAVnerGene Inc., Rockville, MD, United States
| | - Daozhan Yu
- AAVnerGene Inc., Rockville, MD, United States
| | - Xiang Simon Wang
- Department of Pharmaceutical Sciences, Artificial Intelligence and Drug Discovery Core Laboratory for District of Columbia Center for AIDS Research (DC CFAR), College of Pharmacy, Howard University, Washington, DC, United States
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2
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Henshey B, Carneiro A, Lei K, Schaffer D, Boulis NM. Adeno-associated viral vector targeted evolution for neurofibromatosis gene delivery. Trends Mol Med 2025; 31:388-398. [PMID: 39890493 PMCID: PMC11985305 DOI: 10.1016/j.molmed.2025.01.004] [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: 09/08/2024] [Revised: 12/29/2024] [Accepted: 01/08/2025] [Indexed: 02/03/2025]
Abstract
Neurofibromatosis type 1 (NF1) is an inherited genetic disease resulting from pathogenic mutations in NF1 that drive tumor formation along peripheral nerves, leading to many functional consequences. Tumor removal or treatment often results in regrowth and/or nerve damage. Addressing NF1 pathogenic variations at the cellular level through gene therapy holds great potential for long-term treatment of patients with NF1. Adeno-associated viruses (AAVs) are broadly used gene delivery vehicles for gene therapies because of their low pathogenicity, ability to transduce nondividing cells, and potential for long-term gene expression. This article explores the landscape of AAV-mediated gene delivery strategies for NF1, discusses the challenges of efficient delivery to relevant cell types, and highlights the progress in vector design strategies.
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Affiliation(s)
- Brett Henshey
- Department of Neurosurgery, Emory University School of Medicine, Atlanta, GA, USA
| | - Ana Carneiro
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Kecheng Lei
- Department of Neurosurgery, Emory University School of Medicine, Atlanta, GA, USA.
| | - David Schaffer
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, CA 94720, USA; Department of Bioengineering, University of California, Berkeley, Berkeley, CA 94720, USA; Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA; California Institute for Quantitative Biosciences (QB3), University of California, Berkeley, Berkeley, CA 94720, USA; Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, CA 94720, USA.
| | - Nicholas M Boulis
- Department of Neurosurgery, Emory University School of Medicine, Atlanta, GA, USA; Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA.
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3
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Romanovsky D, Scherk H, Föhr B, Babutzka S, Bogedein J, Lu Y, Reschigna A, Michalakis S. Heparan sulfate proteoglycan affinity of adeno-associated virus vectors: Implications for retinal gene delivery. Eur J Pharm Sci 2025; 206:107012. [PMID: 39805508 DOI: 10.1016/j.ejps.2025.107012] [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: 10/08/2024] [Revised: 12/24/2024] [Accepted: 01/11/2025] [Indexed: 01/16/2025]
Abstract
Adeno-associated virus (AAV)-based vectors have emerged as an effective and widely used technology for somatic gene therapy approaches, including those targeting the retina. A major advantage of the AAV technology is the availability of a large number of serotypes that have either been isolated from nature or produced in the laboratory. These serotypes have different properties in terms of sensitivity to neutralizing antibodies, cellular transduction profile and efficiency. The infectivity of AAV vectors depends on the affinity to certain molecules on the cell surface, in particular to cellular glycosaminoglycans (GAGs) such as heparan sulfate proteoglycans (HSPGs). Here, we tested how altering HSPG affinity in AAV vectors affects cellular tropism and transduction efficiency. The previously developed AAV2.GL variant was used as a starting variant to alter or disrupt HSPG affinity. The HSPG-independent AAV9 serotype was used to introduce different HSPG-binding sites. As an indicator of HSPG affinity, we measured the binding strength of the vector variant on a heparin chromatography column. We show that modification of capsid-exposed residues has a strong impact on HSPG affinity, cellular tropism and transduction efficiency in HeLa cells and in vivo in mouse retina. Our study shows that key properties of AAV vectors can be tailored in different directions and used to improve tropism and efficiency.
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Affiliation(s)
- Dimitri Romanovsky
- Department of Ophthalmology, LMU University Hospital, LMU Munich, Munich, Germany
| | - Hanna Scherk
- Department of Ophthalmology, LMU University Hospital, LMU Munich, Munich, Germany
| | - Bastian Föhr
- Department of Ophthalmology, LMU University Hospital, LMU Munich, Munich, Germany
| | - Sabrina Babutzka
- Department of Ophthalmology, LMU University Hospital, LMU Munich, Munich, Germany
| | - Jacqueline Bogedein
- Department of Ophthalmology, LMU University Hospital, LMU Munich, Munich, Germany
| | - Yi Lu
- Department of Ophthalmology, LMU University Hospital, LMU Munich, Munich, Germany
| | - Alice Reschigna
- Department of Ophthalmology, LMU University Hospital, LMU Munich, Munich, Germany
| | - Stylianos Michalakis
- Department of Ophthalmology, LMU University Hospital, LMU Munich, Munich, Germany.
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Matsuzaka Y, Yashiro R. Therapeutic Application and Structural Features of Adeno-Associated Virus Vector. Curr Issues Mol Biol 2024; 46:8464-8498. [PMID: 39194716 DOI: 10.3390/cimb46080499] [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: 06/10/2024] [Revised: 07/02/2024] [Accepted: 07/12/2024] [Indexed: 08/29/2024] Open
Abstract
Adeno-associated virus (AAV) is characterized by non-pathogenicity, long-term infection, and broad tropism and is actively developed as a vector virus for gene therapy products. AAV is classified into more than 100 serotypes based on differences in the amino acid sequence of the capsid protein. Endocytosis involves the uptake of viral particles by AAV and accessory receptors during AAV infection. After entry into the cell, they are transported to the nucleus through the nuclear pore complex. AAVs mainly use proteoglycans as receptors to enter cells, but the types of sugar chains in proteoglycans that have binding ability are different. Therefore, it is necessary to properly evaluate the primary structure of receptor proteins, such as amino acid sequences and post-translational modifications, including glycosylation, and the higher-order structure of proteins, such as the folding of the entire capsid structure and the three-dimensional (3D) structure of functional domains, to ensure the efficacy and safety of biopharmaceuticals. To further enhance safety, it is necessary to further improve the efficiency of gene transfer into target cells, reduce the amount of vector administered, and prevent infection of non-target cells.
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Affiliation(s)
- Yasunari Matsuzaka
- Division of Molecular and Medical Genetics, Center for Gene and Cell Therapy, The Institute of Medical Science, The University of Tokyo, Minato-ku, Tokyo 108-8639, Japan
- Administrative Section of Radiation Protection, National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira 187-8551, Japan
| | - Ryu Yashiro
- Administrative Section of Radiation Protection, National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira 187-8551, Japan
- Department of Mycobacteriology, Leprosy Research Center, National Institute of Infectious Diseases, Tokyo 162-8640, Japan
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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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Xiao W, Samulski RJ. Recombinant Adeno-Associated Virus Production, the Beginning of the End of Uncertainty. Hum Gene Ther 2022; 33:355-357. [PMID: 35442070 DOI: 10.1089/hum.2022.29207.wxi] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Weidong Xiao
- Herman B Wells Center for Pediatric Research, Indiana University, Indianapolis, Indiana, USA
| | - R Jude Samulski
- Department of Pharmacology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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