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Mietzsch M, Hsi J, Nelson AR, Khandekar N, Huang AM, Smith NJ, Zachary J, Potts L, Farrar MA, Chipman P, Ghanem M, Alexander IE, Logan GJ, Huiskonen JT, McKenna R. Structural characterization of antibody-responses following Zolgensma treatment for AAV capsid engineering to expand patient cohorts. Nat Commun 2025; 16:3731. [PMID: 40253479 PMCID: PMC12009303 DOI: 10.1038/s41467-025-59088-4] [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: 04/15/2024] [Accepted: 04/11/2025] [Indexed: 04/21/2025] Open
Abstract
Monoclonal antibodies are useful tools to dissect the neutralizing antibody response against the adeno-associated virus (AAV) capsids that are used as gene therapy delivery vectors. The presence of pre-existing neutralizing antibodies in large portions of the human population poses a significant challenge for AAV-mediated gene therapy, primarily targeting the capsid leading to vector inactivation and loss of treatment efficacy. This study structurally characterizes the interactions of 21 human-derived neutralizing antibodies from three patients treated with the AAV9 vector, Zolgensma®, utilizing high-resolution cryo-electron microscopy. The antibodies bound to the 2-fold depression or the 3-fold protrusions do not conform to the icosahedral symmetry of the capsid, thus requiring localized reconstructions. These complex structures provide unprecedented details of the mAbs binding interfaces, with many antibodies inducing structural perturbations of the capsid upon binding. Key surface capsid amino acid residues were identified facilitating the design of capsid variants with antibody escape phenotypes. These AAV9 capsid variants have the potential to expand the patient cohort to include those that were previously excluded due to their pre-existing neutralizing antibodies against the wtAAV9 capsid, and the possibly of further treatment to those requiring redosing.
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Affiliation(s)
- Mario Mietzsch
- Department of Biochemistry & Molecular Biology, Center for Structural Biology, McKnight Brain Institute. College of Medicine, University of Florida, Gainesville, FL, USA.
| | - Jane Hsi
- Department of Biochemistry & Molecular Biology, Center for Structural Biology, McKnight Brain Institute. College of Medicine, University of Florida, Gainesville, FL, USA
| | - Austin R Nelson
- Department of Biochemistry & Molecular Biology, Center for Structural Biology, McKnight Brain Institute. College of Medicine, University of Florida, Gainesville, FL, USA
| | - Neeta Khandekar
- Gene Therapy Research Unit, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney and Sydney Children's Hospitals Network, Westmead, NSW, Australia
| | - Ann-Maree Huang
- Gene Therapy Research Unit, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney and Sydney Children's Hospitals Network, Westmead, NSW, Australia
| | - Nicholas Jc Smith
- Discipline of Paediatrics, University of Adelaide, Women's and Children's Hospital, North Adelaide, SA, Australia
- Department of Neurology and Clinical Neurophysiology, Women's and Children's Health Network, North Adelaide, SA, Australia
| | - Jon Zachary
- Department of Biochemistry & Molecular Biology, Center for Structural Biology, McKnight Brain Institute. College of Medicine, University of Florida, Gainesville, FL, USA
| | - Lindsay Potts
- Department of Biochemistry & Molecular Biology, Center for Structural Biology, McKnight Brain Institute. College of Medicine, University of Florida, Gainesville, FL, USA
| | - Michelle A Farrar
- School of Clinical Medicine, UNSW Medicine and Health, UNSW Medicine, Sydney, NSW, Australia
- Department of Neurology, Sydney Children's Hospital, Randwick, NSW, Australia
| | - Paul Chipman
- Interdisciplinary Center of Biotechnology Research, University of Florida, Gainesville, FL, USA
| | - Mohammad Ghanem
- Institute of Biotechnology, Helsinki Institute of Life Science HiLIFE, University of Helsinki, Helsinki, Finland
| | - Ian E Alexander
- Gene Therapy Research Unit, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney and Sydney Children's Hospitals Network, Westmead, NSW, Australia
- Discipline of Child and Adolescent Health, University of Sydney, Westmead, NSW, Australia
| | - Grant J Logan
- Gene Therapy Research Unit, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney and Sydney Children's Hospitals Network, Westmead, NSW, Australia
| | - Juha T Huiskonen
- Institute of Biotechnology, Helsinki Institute of Life Science HiLIFE, University of Helsinki, Helsinki, Finland
| | - Robert McKenna
- Department of Biochemistry & Molecular Biology, Center for Structural Biology, McKnight Brain Institute. College of Medicine, University of Florida, Gainesville, FL, USA.
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2
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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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3
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Xing R, Xu M, Reil D, Destefano A, Cui M, Liu N, Liang J, Xu G, Luo L, Xu M, Zhang F, Tai PWL, Gruntman AM, Flotte TR, Gao G, Wang D. A single amino acid variant in the variable region I of AAV capsid confers liver detargeting. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.04.641478. [PMID: 40093067 PMCID: PMC11908247 DOI: 10.1101/2025.03.04.641478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 03/19/2025]
Abstract
AAV capsid serotypes isolated from nature have been widely used in gene delivery and gene therapy. Recently, more than 1,000 distinct AAV capsids were identified from human clinical samples by high-throughput, long-read DNA sequencing (Hsu HL et al. Nature Communications 2020). In this study, we tap into this broad natural biodiversity of AAV capsids to develop liver-tropic AAV capsids. We initially screened a subset of variants derived from AAV8 (n=159) for packaging efficiency. The top 30% of these variants were subjected to a barcoded vector library screen in mice and ferrets for their ability to mediate liver gene transfer. Although no variant surpassed AAV8 for liver targeting, several exhibited a liver detargeting phenotype. Among these, we focused on the N271D variant (AAV8 VP1 numbering), located in the variable region I (VR-1), which has been previously implicated in influencing liver tropism (Cabanes-Creus M et al. Molecular Therapy Methods & Clinical Development 2021; Zinn E et al. Cell Reports Medicine 2022). The liver detargeting phenotype of AAV8.N271D was confirmed by single vector administration in mice. Additionally, we grafted the N271D variant onto AAV9 and MyoAAV capsids (N270D by AAV9 VP1 numbering). The AAV9.N270D and MyoAAV.N270D vectors showed a similar liver-detargeting phenotype, although muscle targeting was moderately reduced. This study reinforces the important role of VR-1 in modulating liver tropism, and highlights the potential of engineering the VR-1 residues to mitigate liver gene transfer and associated toxicity.
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Affiliation(s)
- Ruxiao Xing
- Department of Genetic and Cellular Medicine, Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Mengyao Xu
- Department of Genetic and Cellular Medicine, Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Darcy Reil
- Department of Genetic and Cellular Medicine, Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - April Destefano
- Department of Genetic and Cellular Medicine, Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Mengtian Cui
- Department of Genetic and Cellular Medicine, Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Nan Liu
- Department of Genetic and Cellular Medicine, Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Jialing Liang
- Department of Genetic and Cellular Medicine, Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Guangchao Xu
- Department of Genetic and Cellular Medicine, Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Li Luo
- Department of Genetic and Cellular Medicine, Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Meiyu Xu
- Department of Genetic and Cellular Medicine, Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Fang Zhang
- Department of Genetic and Cellular Medicine, Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Phillip W L Tai
- Department of Genetic and Cellular Medicine, Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Alisha M Gruntman
- Department of Genetic and Cellular Medicine, Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Terence R Flotte
- Department of Genetic and Cellular Medicine, Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Guangping Gao
- Department of Genetic and Cellular Medicine, Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
- Department of Microbiology, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
| | - Dan Wang
- Department of Genetic and Cellular Medicine, Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
- RNA Therapeutics Institute, University of Massachusetts Chan Medical School, Worcester, MA 01605, USA
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4
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Yang ZF, Jiang XC, Gao JQ. Present insights into the progress in gene therapy delivery systems for central nervous system diseases. Int J Pharm 2025; 669:125069. [PMID: 39662855 DOI: 10.1016/j.ijpharm.2024.125069] [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: 08/03/2024] [Revised: 12/06/2024] [Accepted: 12/08/2024] [Indexed: 12/13/2024]
Abstract
Central nervous system (CNS) diseases, including Alzheimer's disease (AD), Parkinson's disease (PD), spinal cord injury (SCI), and ischemic strokes and certain rare diseases, such as amyotrophic lateral sclerosis (ALS) and ataxia, present significant obstacles to treatment using conventional molecular pharmaceuticals. Gene therapy, with its ability to target previously "undruggable" proteins with high specificity and safety, is increasingly utilized in both preclinical and clinical research for CNS ailments. As our comprehension of the pathophysiology of these conditions deepens, gene therapy stands out as a versatile and promising strategy with the potential to both prevent and treat these diseases. Despite the remarkable progress in refining and enhancing the structural design of gene therapy agents, substantial obstacles persist in their effective and safe delivery within living systems. To surmount these obstacles, a diverse array of gene delivery systems has been devised and continuously improved. Notably, Adeno-Associated Virus (AAVs)-based viral gene vectors and lipid-based nanocarriers have each advanced the in vivo delivery of gene therapies to various extents. This review aims to concisely summarize the pathophysiological foundations of CNS diseases and to shed light on the latest advancements in gene delivery vector technologies. It discusses the primary categories of these vectors, their respective advantages and limitations, and their specialized uses in the context of gene therapy delivery.
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Affiliation(s)
- Ze-Feng Yang
- State Key Laboratory of Advanced Drug Delivery and Release Systems, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Xin-Chi Jiang
- State Key Laboratory of Advanced Drug Delivery and Release Systems, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, China..
| | - Jian-Qing Gao
- State Key Laboratory of Advanced Drug Delivery and Release Systems, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, China..
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5
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Huang W, Bates R, Appana B, Mohammed T, Cao L. Development of an adipose-tropic AAV capsid ablating liver tropism. iScience 2024; 27:110930. [PMID: 39398244 PMCID: PMC11467673 DOI: 10.1016/j.isci.2024.110930] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 04/08/2024] [Accepted: 09/09/2024] [Indexed: 10/15/2024] Open
Abstract
AAV vectors are mainstream delivery platforms in gene therapy, yet AAV-mediated gene transfer to adipose tissue is underdeveloped due to low efficiency of natural AAVs. We previously demonstrated that an engineered capsid Rec2 displayed improved adipo-tropism but with the caveat of liver transduction. To generate highly adipo-tropic capsid, we modified Rec2 capsid by site-specific mutagenesis and found the variant V7 with F503Y, Y708D and K709I substitution to harbor highly selective adipo-tropism while diminishing liver transduction. Intraperitoneal injection favored transduction to visceral fat while intravenous administration favored subcutaneous fat. Intraperitoneal administration of V7 vector harboring human leptin and adiponectin as single transcript normalized the metabolic dysfunction of ob/ob mice at a low dose. Moreover, introducing the same mutagenesis to AAV8 capsid diminished liver transduction suggesting F503, Y708 and K709 critical for liver transduction. The Rec2.V7 vector may provide a powerful tool for basic research and potent vehicle for adipose-targeting gene therapy.
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Affiliation(s)
- Wei Huang
- Department of Cancer Biology & Genetics, College of Medicine, The Ohio State University, Columbus, OH 43210, USA
- The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | - Rhiannon Bates
- Department of Cancer Biology & Genetics, College of Medicine, The Ohio State University, Columbus, OH 43210, USA
- The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | - Bhavya Appana
- Department of Cancer Biology & Genetics, College of Medicine, The Ohio State University, Columbus, OH 43210, USA
- The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | - Tawfiq Mohammed
- Department of Cancer Biology & Genetics, College of Medicine, The Ohio State University, Columbus, OH 43210, USA
- The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | - Lei Cao
- Department of Cancer Biology & Genetics, College of Medicine, The Ohio State University, Columbus, OH 43210, USA
- The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
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6
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Pipatpadungsin N, Chao K, Rouse SL. Coarse-Grained Simulations of Adeno-Associated Virus and Its Receptor Reveal Influences on Membrane Lipid Organization and Curvature. J Phys Chem B 2024; 128:10139-10153. [PMID: 39356546 PMCID: PMC11492248 DOI: 10.1021/acs.jpcb.4c03087] [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: 05/10/2024] [Revised: 08/21/2024] [Accepted: 09/17/2024] [Indexed: 10/03/2024]
Abstract
Adeno-associated virus (AAV) is a well-known gene delivery tool with a wide range of applications, including as a vector for gene therapies. However, the molecular mechanism of its cell entry remains unknown. Here, we performed coarse-grained molecular dynamics simulations of the AAV serotype 2 (AAV2) capsid and the universal AAV receptor (AAVR) in a model plasma membrane environment. Our simulations show that binding of the AAV2 capsid to the membrane induces membrane curvature, along with the recruitment and clustering of GM3 lipids around the AAV2 capsid. We also found that the AAVR binds to the AAV2 capsid at the VR-I loops using its PKD2 and PKD3 domains, whose binding poses differs from previous structural studies. These first molecular-level insights into AAV2 membrane interactions suggest a complex process during the initial phase of AAV2 capsid internalization.
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Affiliation(s)
- Nichakorn Pipatpadungsin
- Department
of Life Sciences, South Kensington Campus, Imperial College London, London SW7 5NH, U.K.
| | - Kin Chao
- Department
of Chemistry, Imperial College London, London W12 7TA, U.K.
| | - Sarah L. Rouse
- Department
of Life Sciences, South Kensington Campus, Imperial College London, London SW7 5NH, U.K.
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7
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Shastry S, Barbieri E, Minzoni A, Chu W, Johnson S, Stoops M, Pancorbo J, Gilleskie G, Ritola K, Crapanzano MS, Daniele MA, Menegatti S. Serotype-agnostic affinity purification of adeno-associated virus (AAV) via peptide-functionalized chromatographic resins. J Chromatogr A 2024; 1734:465320. [PMID: 39217737 DOI: 10.1016/j.chroma.2024.465320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Revised: 08/12/2024] [Accepted: 08/27/2024] [Indexed: 09/04/2024]
Abstract
Adeno-associated viruses (AAVs) have emerged as a prominent family of vectors for gene delivery, providing therapeutic options to diseases once deemed incurable. At the same time, they necessitate efficient and affordable purification methods that can be platformed to serve all AAV serotypes. Current chromatographic tools, while affording high product purity, fail to bind certain serotypes, provide limited yield and lifetime, and impose harsh elution conditions that can compromise the vector's activity and safety. Addressing these challenges, this work demonstrates the application of new peptide ligands as the first serotype-agnostic technology for AAV purification by affinity chromatography. Our study reveals a pH-dependent affinity interaction: AAV2, AAV3, AAV6, AAV9, and AAVrh.10 are effectively captured at neutral pH, while binding AAV1, AAV5, AAV7, and AAV8 is stronger in a slightly acidic environment. The elution of bound AAVs was achieved using magnesium chloride at neutral pH for all serotypes, consistently affording capsid yields above 50% and genome yields above 80%, together with a >100-fold reduction in host cell proteins and nucleic acids. In particular, peptide ligand A10 exhibited remarkable binding capacity (> 1014 vp per mL of resin) and purification performance for all AAV serotypes, demonstrating broad applicability for gene therapy manufacturing. Finally, this work introduces novel alkaline-stable variants of A10 and demonstrates their use as the first affinity ligands capable of performing multiple cycles of AAV2, AAV8, and AAV9 purification with intermediate caustic cleaning without loss of capacity or product quality. Collectively, these results demonstrate the promise of this technology to further the impact and affordability of gene therapy.
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Affiliation(s)
- Shriarjun Shastry
- Department of Chemical and Biomolecular Engineering, North Carolina State University, 911 Partners Way, Raleigh, NC 27606, USA; Biomanufacturing Training and Education Center (BTEC), North Carolina State University, 850 Oval Dr, Raleigh, NC 27606, USA
| | - Eduardo Barbieri
- Department of Chemical and Biomolecular Engineering, North Carolina State University, 911 Partners Way, Raleigh, NC 27606, USA; LigaTrap Technologies LLC, Raleigh, NC 27606, USA
| | - Arianna Minzoni
- Department of Chemical and Biomolecular Engineering, North Carolina State University, 911 Partners Way, Raleigh, NC 27606, USA
| | - Wenning Chu
- Department of Chemical and Biomolecular Engineering, North Carolina State University, 911 Partners Way, Raleigh, NC 27606, USA
| | - Stephanie Johnson
- Biomanufacturing Training and Education Center (BTEC), North Carolina State University, 850 Oval Dr, Raleigh, NC 27606, USA
| | - Mark Stoops
- Biomanufacturing Training and Education Center (BTEC), North Carolina State University, 850 Oval Dr, Raleigh, NC 27606, USA
| | - Jennifer Pancorbo
- Biomanufacturing Training and Education Center (BTEC), North Carolina State University, 850 Oval Dr, Raleigh, NC 27606, USA
| | - Gary Gilleskie
- Biomanufacturing Training and Education Center (BTEC), North Carolina State University, 850 Oval Dr, Raleigh, NC 27606, USA
| | - Kimberly Ritola
- Neuroscience Center, Brain Initiative Neurotools Vector Core, University of North Carolina at Chapel Hill, 116 Manning Drive, Chapel Hill, NC 27599; North Carolina Viral Vector Initiative in Research and Learning (NC-VVIRAL), North Carolina State University, 911 Oval Dr, Raleigh, NC 27695, USA
| | | | - Michael A Daniele
- North Carolina Viral Vector Initiative in Research and Learning (NC-VVIRAL), North Carolina State University, 911 Oval Dr, Raleigh, NC 27695, USA; Joint Department of Biomedical Engineering, North Carolina State University and University of North Carolina at Chapel Hill, 911 Oval Drive, Raleigh, NC 27695, USA
| | - Stefano Menegatti
- Department of Chemical and Biomolecular Engineering, North Carolina State University, 911 Partners Way, Raleigh, NC 27606, USA; Biomanufacturing Training and Education Center (BTEC), North Carolina State University, 850 Oval Dr, Raleigh, NC 27606, USA; North Carolina Viral Vector Initiative in Research and Learning (NC-VVIRAL), North Carolina State University, 911 Oval Dr, Raleigh, NC 27695, USA; LigaTrap Technologies LLC, Raleigh, NC 27606, USA.
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8
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Shay TF, Jang S, Brittain TJ, Chen X, Walker B, Tebbutt C, Fan Y, Wolfe DA, Arokiaraj CM, Sullivan EE, Ding X, Wang TY, Lei Y, Chuapoco MR, Chou TF, Gradinaru V. Human cell surface-AAV interactomes identify LRP6 as blood-brain barrier transcytosis receptor and immune cytokine IL3 as AAV9 binder. Nat Commun 2024; 15:7853. [PMID: 39245720 PMCID: PMC11381518 DOI: 10.1038/s41467-024-52149-0] [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: 06/06/2024] [Accepted: 08/27/2024] [Indexed: 09/10/2024] Open
Abstract
Adeno-associated viruses (AAVs) are foundational gene delivery tools for basic science and clinical therapeutics. However, lack of mechanistic insight, especially for engineered vectors created by directed evolution, can hamper their application. Here, we adapt an unbiased human cell microarray platform to determine the extracellular and cell surface interactomes of natural and engineered AAVs. We identify a naturally-evolved and serotype-specific interaction between the AAV9 capsid and human interleukin 3 (IL3), with possible roles in host immune modulation, as well as lab-evolved low-density lipoprotein receptor-related protein 6 (LRP6) interactions specific to engineered capsids with enhanced blood-brain barrier crossing in non-human primates after intravenous administration. The unbiased cell microarray screening approach also allows us to identify off-target tissue binding interactions of engineered brain-enriched AAV capsids that may inform vectors' peripheral organ tropism and side effects. Our cryo-electron tomography and AlphaFold modeling of capsid-interactor complexes reveal LRP6 and IL3 binding sites. These results allow confident application of engineered AAVs in diverse organisms and unlock future target-informed engineering of improved viral and non-viral vectors for non-invasive therapeutic delivery to the brain.
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Affiliation(s)
- Timothy F Shay
- Division of Biology & Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA.
| | - Seongmin Jang
- Division of Biology & Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Tyler J Brittain
- Division of Biology & Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Xinhong Chen
- Division of Biology & Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Beth Walker
- Charles River Laboratories, High Peak Business Park, Buxton Road, Chinley, SK23 6FJ, UK
| | - Claire Tebbutt
- Charles River Laboratories, High Peak Business Park, Buxton Road, Chinley, SK23 6FJ, UK
| | - Yujie Fan
- Division of Biology & Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Damien A Wolfe
- Division of Biology & Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Cynthia M Arokiaraj
- Division of Biology & Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Erin E Sullivan
- Division of Biology & Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Xiaozhe Ding
- Division of Biology & Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Ting-Yu Wang
- Division of Biology & Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Yaping Lei
- Division of Biology & Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Miguel R Chuapoco
- Division of Biology & Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Tsui-Fen Chou
- Division of Biology & Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Viviana Gradinaru
- Division of Biology & Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA.
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9
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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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10
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Shahraki K, Najafi A, Ilkhani Pak V, Shahraki K, Ghasemi Boroumand P, Sheervalilou R. The Traces of Dysregulated lncRNAs-Associated ceRNA Axes in Retinoblastoma: A Systematic Scope Review. Curr Eye Res 2024; 49:551-564. [PMID: 38299506 DOI: 10.1080/02713683.2024.2306859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 01/03/2024] [Indexed: 02/02/2024]
Abstract
PURPOSE Long non-coding RNAs are an essential component of competing endogenous RNA regulatory axes and play their role by sponging microRNAs and interfering with the regulation of gene expression. Because of the broadness of competing endogenous RNA interaction networks, they may help investigate treatment targets in complicated disorders. METHODS This study performed a systematic scoping review to assess verified loops of competing endogenous RNAs in retinoblastoma, emphasizing the competing endogenous RNAs axis related to long non-coding RNAs. We used a six-stage approach framework and the PRISMA guidelines. A systematic search of seven databases was done to locate suitable papers published before February 2022. Two reviewers worked independently to screen articles and collect data. RESULTS Out of 363 records, fifty-one articles met the inclusion criteria, and sixty-three axes were identified in desired articles. The majority of the research reported several long non-coding RNAs that were experimentally verified to act as competing endogenous RNAs in retinoblastoma: XIST/NEAT1/MALAT1/SNHG16/KCNQ1OT1, respectively. At the same time, around half of the studies investigated unique long non-coding RNAs. CONCLUSIONS Understanding the many features of this regulatory system may aid in elucidating the unknown etiology of Retinoblastoma and providing novel molecular targets for therapeutic and clinical applications.
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Affiliation(s)
- Kourosh Shahraki
- Ocular Tissue Engineering Research Center, Ophthalmic Research Center, Research Institute for Ophthalmology and Vision Science, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Department of Ophthalmology, Alzahra Eye Hospital, Zahedan University of Medical Sciences, Zahedan, Iran
| | - Amin Najafi
- Department of Ophthalmology, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Vida Ilkhani Pak
- Ocular Tissue Engineering Research Center, Ophthalmic Research Center, Research Institute for Ophthalmology and Vision Science, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Kianoush Shahraki
- Department of Ophthalmology, Alzahra Eye Hospital, Zahedan University of Medical Sciences, Zahedan, Iran
| | - Paria Ghasemi Boroumand
- ENT, Head and Neck Research Center and Department, Iran University of Medical Science, Tehran, Iran
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11
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Mietzsch M, Nelson AR, Hsi J, Zachary J, Potts L, Chipman P, Ghanem M, Khandekar N, Alexander IE, Logan GJ, Huiskonen JT, McKenna R. Structural characterization of antibody-responses from Zolgensma treatment provides the blueprint for the engineering of an AAV capsid suitable for redosing. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.01.590489. [PMID: 38746165 PMCID: PMC11092599 DOI: 10.1101/2024.05.01.590489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
Monoclonal antibodies (mAbs) are useful tools to dissect the neutralizing antibody response against the adeno-associated virus (AAV) capsids used as gene therapy delivery vectors. This study structurally characterizes the interactions of 21 human-derived antibodies from patients treated with the AAV9 vector, Zolgensma ® , utilizing high-resolution cryo-electron microscopy. The majority of the bound antibodies do not conform to the icosahedral symmetry of the capsid, thus requiring localized reconstructions. These complex structures provide unprecedented details of the mAbs binding interfaces, with some antibodies inducing structural perturbations of the capsid upon binding. Key surface capsid amino acid residues were identified facilitating the design of capsid variants with an antibody escape phenotype, with the potential to expand the patient cohort treatable with AAV9 vectors to include those that were previously excluded due to their pre-existing neutralizing antibodies, and possibly also to those requiring redosing.
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12
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Lopez-Gordo E, Chamberlain K, Riyad JM, Kohlbrenner E, Weber T. Natural Adeno-Associated Virus Serotypes and Engineered Adeno-Associated Virus Capsid Variants: Tropism Differences and Mechanistic Insights. Viruses 2024; 16:442. [PMID: 38543807 PMCID: PMC10975205 DOI: 10.3390/v16030442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 03/02/2024] [Accepted: 03/06/2024] [Indexed: 05/23/2024] Open
Abstract
Today, adeno-associated virus (AAV)-based vectors are arguably the most promising in vivo gene delivery vehicles for durable therapeutic gene expression. Advances in molecular engineering, high-throughput screening platforms, and computational techniques have resulted in a toolbox of capsid variants with enhanced performance over parental serotypes. Despite their considerable promise and emerging clinical success, there are still obstacles hindering their broader use, including limited transduction capabilities, tissue/cell type-specific tropism and penetration into tissues through anatomical barriers, off-target tissue biodistribution, intracellular degradation, immune recognition, and a lack of translatability from preclinical models to clinical settings. Here, we first describe the transduction mechanisms of natural AAV serotypes and explore the current understanding of the systemic and cellular hurdles to efficient transduction. We then outline progress in developing designer AAV capsid variants, highlighting the seminal discoveries of variants which can transduce the central nervous system upon systemic administration, and, to a lesser extent, discuss the targeting of the peripheral nervous system, eye, ear, lung, liver, heart, and skeletal muscle, emphasizing their tissue and cell specificity and translational promise. In particular, we dive deeper into the molecular mechanisms behind their enhanced properties, with a focus on their engagement with host cell receptors previously inaccessible to natural AAV serotypes. Finally, we summarize the main findings of our review and discuss future directions.
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13
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Zhang R, Liu Y, Yu F, Xu G, Li L, Li B, Lou Z. Structural basis of the recognition of adeno-associated virus by the neurological system-related receptor carbonic anhydrase IV. PLoS Pathog 2024; 20:e1011953. [PMID: 38315719 PMCID: PMC10868842 DOI: 10.1371/journal.ppat.1011953] [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: 08/03/2023] [Revised: 02/15/2024] [Accepted: 01/07/2024] [Indexed: 02/07/2024] Open
Abstract
Carbonic anhydrase IV (Car4) is a newly identified receptor that allows adeno-associated virus (AAV) 9P31 to cross the blood-brain barrier and achieve efficient infection in the central nervous system (CNS) in mouse models. However, the molecular mechanism by which engineered AAV capsids with 7-mer insertion in the variable region (VR) VIII recognize these novel cellular receptors is unknown. Here we report the cryo-EM structures of AAV9P31 and its complex with Mus musculus Car4 at atomic resolution by utilizing the block-based reconstruction (BBR) method. The structures demonstrated that Car4 binds to the protrusions at 3-fold axes of the capsid. The inserted 7-mer extends into a hydrophobic region near the catalytic center of Car4 to form stable interactions. Mutagenesis studies also identified the key residues in Car4 responsible for the AAV9P31 interaction. These findings provide new insights into the novel receptor recognition mechanism of AAV generated by directed evolution and highlight the application of the BBR method to studying the virus-receptor molecular mechanism.
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Affiliation(s)
- Ran Zhang
- Jinshan Hospital, Institute for Translational Brain Research, Fudan University, Shanghai, China
- MOE Key Laboratory of Protein Science, School of Medicine, Tsinghua University, Beijing, China
| | - Yixiao Liu
- MOE Key Laboratory of Protein Science, School of Medicine, Tsinghua University, Beijing, China
| | - Fengxi Yu
- School of Life Sciences, Tsinghua University, Beijing, China
| | - Guangxue Xu
- Department of Pathology, Stanford University School of Medicine, Stanford, California, United States of America
| | - Lili Li
- Beijing Institute of Biological Products Company Limited, Beijing, China
| | - Baobin Li
- Department of Anesthesiology, Zhongshan Hospital, Institute for Translational Brain Research, State Key Laboratory of Medical Neurobiology, MOE Frontiers Center for Brain Science, Fudan University, Shanghai, China
| | - Zhiyong Lou
- MOE Key Laboratory of Protein Science, School of Medicine, Tsinghua University, Beijing, China
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14
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Yoshida K, Tsunekawa Y, Kurihara K, Watanabe K, Makino-Manabe Y, Wada M, Tanaka T, Ide T, Okada T. Engineering a highly durable adeno-associated virus receptor for analytical applications. Mol Ther Methods Clin Dev 2023; 31:101157. [PMID: 38152699 PMCID: PMC10751509 DOI: 10.1016/j.omtm.2023.101157] [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: 05/31/2023] [Accepted: 11/10/2023] [Indexed: 12/29/2023]
Abstract
Adeno-associated virus (AAV) is a major viral vector used in gene therapy. There are multiple AAV serotypes, and many engineered AAV serotypes are developed to alter their tissue tropisms with capsid modification. The universal AAV receptor (AAVR) is an essential receptor for multiple AAV serotypes. Since most AAV serotypes used in gene therapy infect cells via interaction with AAVR, the quantification of the vector-binding ability of AAV to AAVR could be an important quality check for therapeutic AAV vectors. To enable a steady evaluation of the AAV-AAVR interaction, we created an engineered AAVR through mutagenesis. Engineered AAVR showed high durability against acid while retaining its AAV-binding activity. An affinity chromatography column with the engineered AAVR was also developed. This column enabled repeated binding and acid dissociation measurements of AAVR with various AAV serotypes. Our data showed that the binding affinities of AAV2 to AAVR were diverse among serotypes, providing insight into the relationship with the infection efficiency of AAV vectors. Thus, this affinity column can be used in process development for quality checks, quantitating capsid titers, and affinity purification of AAV vectors. Furthermore, this column may serve as a useful tool in novel AAV vector capsid engineering.
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Affiliation(s)
- Kouhei Yoshida
- Division of Molecular and Medical Genetics, Center for Gene and Cell Therapy, The Institute of Medical Science, The University of Tokyo, 4-6-1, Shirokanedai, Minato-ku, Tokyo 108-8639, Japan
- Tosoh Corporation, Life Science Research Laboratory, 2743-1, Hayakawa, Ayase, Kanagawa 252-1123, Japan
| | - Yuji Tsunekawa
- Division of Molecular and Medical Genetics, Center for Gene and Cell Therapy, The Institute of Medical Science, The University of Tokyo, 4-6-1, Shirokanedai, Minato-ku, Tokyo 108-8639, Japan
| | - Kento Kurihara
- Tosoh Corporation, Life Science Research Laboratory, 2743-1, Hayakawa, Ayase, Kanagawa 252-1123, Japan
| | - Kazuya Watanabe
- Tosoh Corporation, Life Science Research Laboratory, 2743-1, Hayakawa, Ayase, Kanagawa 252-1123, Japan
| | - Yuriko Makino-Manabe
- Tosoh Corporation, Life Science Research Laboratory, 2743-1, Hayakawa, Ayase, Kanagawa 252-1123, Japan
| | - Mikako Wada
- Division of Molecular and Medical Genetics, Center for Gene and Cell Therapy, The Institute of Medical Science, The University of Tokyo, 4-6-1, Shirokanedai, Minato-ku, Tokyo 108-8639, Japan
| | - Toru Tanaka
- Tosoh Corporation, Life Science Research Laboratory, 2743-1, Hayakawa, Ayase, Kanagawa 252-1123, Japan
| | - Teruhiko Ide
- Tosoh Corporation, Life Science Research Laboratory, 2743-1, Hayakawa, Ayase, Kanagawa 252-1123, Japan
| | - Takashi Okada
- Division of Molecular and Medical Genetics, Center for Gene and Cell Therapy, The Institute of Medical Science, The University of Tokyo, 4-6-1, Shirokanedai, Minato-ku, Tokyo 108-8639, Japan
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15
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Hoffmann MD, Zdechlik AC, He Y, Nedrud D, Aslanidi G, Gordon W, Schmidt D. Multiparametric domain insertional profiling of adeno-associated virus VP1. Mol Ther Methods Clin Dev 2023; 31:101143. [PMID: 38027057 PMCID: PMC10661864 DOI: 10.1016/j.omtm.2023.101143] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 10/21/2023] [Indexed: 12/01/2023]
Abstract
Several evolved properties of adeno-associated virus (AAV), such as broad tropism and immunogenicity in humans, are barriers to AAV-based gene therapy. Most efforts to re-engineer these properties have focused on variable regions near AAV's 3-fold protrusions and capsid protein termini. To comprehensively survey AAV capsids for engineerable hotspots, we determined multiple AAV fitness phenotypes upon insertion of six structured protein domains into the entire AAV-DJ capsid protein VP1. This is the largest and most comprehensive AAV domain insertion dataset to date. Our data revealed a surprising robustness of AAV capsids to accommodate large domain insertions. Insertion permissibility depended strongly on insertion position, domain type, and measured fitness phenotype, which clustered into contiguous structural units that we could link to distinct roles in AAV assembly, stability, and infectivity. We also identified engineerable hotspots of AAV that facilitate the covalent attachment of binding scaffolds, which may represent an alternative approach to re-direct AAV tropism.
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Affiliation(s)
- Mareike D. Hoffmann
- Department of Genetics, Cell Biology & Development, University of Minnesota, Minneapolis, MN 55455, USA
| | - Alina C. Zdechlik
- Department of Biochemistry, Molecular Biology & Biophysics, University of Minnesota, Minneapolis, MN 55455, USA
| | - Yungui He
- Department of Genetics, Cell Biology & Development, University of Minnesota, Minneapolis, MN 55455, USA
| | - David Nedrud
- Department of Biochemistry, Molecular Biology & Biophysics, University of Minnesota, Minneapolis, MN 55455, USA
| | | | - Wendy Gordon
- Department of Biochemistry, Molecular Biology & Biophysics, University of Minnesota, Minneapolis, MN 55455, USA
| | - Daniel Schmidt
- Department of Genetics, Cell Biology & Development, University of Minnesota, Minneapolis, MN 55455, USA
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16
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Asokan A, Shen S. Redirecting AAV vectors to extrahepatic tissues. Mol Ther 2023; 31:3371-3375. [PMID: 37805712 PMCID: PMC10727976 DOI: 10.1016/j.ymthe.2023.10.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 09/23/2023] [Accepted: 10/04/2023] [Indexed: 10/09/2023] Open
Abstract
Recombinant adeno-associated viral (AAV) vectors are the current benchmark for systemic delivery of gene therapies to multiple organs in vivo. Despite clinical successes, safe and effective gene delivery to extrahepatic tissues has proven challenging due to dose limiting toxicity arising from high liver uptake of AAV vectors. Deeper understanding of AAV structure, receptor biology, and pharmacology has enabled the design and engineering of liver-de-targeted capsids ushering in several new vector candidates. This next generation of AAVs offers significant promise for extrahepatic gene delivery to cardiovascular, musculoskeletal, and neurological tissues with improved safety profiles.
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Affiliation(s)
- Aravind Asokan
- Department of Surgery, Duke University School of Medicine, Durham, NC, USA; Department of Molecular Genetics & Microbiology, Duke University School of Medicine, Durham, NC, USA; Department of Biomedical Engineering, Duke University, Durham, NC, USA.
| | - Shen Shen
- Vertex Pharmaceuticals, 50 Northern Avenue, Boston, MA, USA.
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17
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Grand RJ. Pathogenicity and virulence of human adenovirus F41: Possible links to severe hepatitis in children. Virulence 2023; 14:2242544. [PMID: 37543996 PMCID: PMC10405776 DOI: 10.1080/21505594.2023.2242544] [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: 05/16/2023] [Revised: 07/21/2023] [Accepted: 07/25/2023] [Indexed: 08/08/2023] Open
Abstract
Over 100 human adenoviruses (HAdVs) have been isolated and allocated to seven species, A-G. Species F comprises two members-HAdV-F40 and HAdV-F41. As their primary site of infection is the gastrointestinal tract they have been termed, with species A, enteric adenoviruses. HAdV-F40 and HAdV-F41 are a common cause of gastroenteritis and diarrhoea in children. Partly because of difficulties in propagating the viruses in the laboratory, due to their restrictions on growth in many cell lines, our knowledge of the properties of individual viral proteins is limited. However, the structure of HAdV-F41 has recently been determined by cryo-electron microscopy. The overall structure is similar to those of HAdV-C5 and HAdV-D26 although with some differences. The sequence and arrangement of the hexon hypervariable region 1 (HVR1) and the arrangement of the C-terminal region of protein IX differ. Variations in the penton base and hexon HVR1 may play a role in facilitating infection of intestinal cells by HAdV-F41. A unique feature of HAdV-F40 and F41, among human adenoviruses, is the presence and expression of two fibre genes, giving long and short fibre proteins. This may also contribute to the tropism of these viruses. HAdV-F41 has been linked to a recent outbreak of severe acute hepatitis "of unknown origin" in young children. Further investigation has shown a very high prevalence of adeno-associated virus-2 in the liver and/or plasma of some cohorts of patients. These observations have proved controversial as HAdV-F41 had not been reported to infect the liver and AAV-2 has generally been considered harmless.
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Affiliation(s)
- Roger J. Grand
- Institute for Cancer and Genomic Science, the Medical School, University of Birmingham, Birmingham, UK
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18
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Yost SA, Firlar E, Glenn JD, Carroll HB, Foltz S, Giles AR, Egley JM, Firnberg E, Cho S, Nguyen T, Henry WM, Janczura KJ, Bruder J, Liu Y, Danos O, Karumuthil-Melethil S, Pannem S, Yost V, Engelson Y, Kaelber JT, Dimant H, Smith JB, Mercer AC. Characterization and biodistribution of under-employed gene therapy vector AAV7. J Virol 2023; 97:e0116323. [PMID: 37843374 PMCID: PMC10688378 DOI: 10.1128/jvi.01163-23] [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: 07/31/2023] [Accepted: 08/27/2023] [Indexed: 10/17/2023] Open
Abstract
IMPORTANCE The use of adeno-associated viruses (AAVs) as gene delivery vectors has vast potential for the treatment of many severe human diseases. Over one hundred naturally existing AAV capsid variants have been described and classified into phylogenetic clades based on their sequences. AAV8, AAV9, AAVrh.10, and other intensively studied capsids have been propelled into pre-clinical and clinical use, and more recently, marketed products; however, less-studied capsids may also have desirable properties (e.g., potency differences, tissue tropism, reduced immunogenicity, etc.) that have yet to be thoroughly described. These data will help build a broader structure-function knowledge base in the field, present capsid engineering opportunities, and enable the use of novel capsids with unique properties.
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Affiliation(s)
- Samantha A. Yost
- Research and Early Development, REGENXBIO Inc., Rockville, Maryland, USA
| | - Emre Firlar
- Institute of Quantitative Biomedicine and Rutgers CryoEM & Nanoimaging Facility, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - Justin D. Glenn
- Research and Early Development, REGENXBIO Inc., Rockville, Maryland, USA
| | - Hayley B. Carroll
- Research and Early Development, REGENXBIO Inc., Rockville, Maryland, USA
| | - Steven Foltz
- Research and Early Development, REGENXBIO Inc., Rockville, Maryland, USA
| | - April R. Giles
- Research and Early Development, REGENXBIO Inc., Rockville, Maryland, USA
| | - Jenny M. Egley
- Research and Early Development, REGENXBIO Inc., Rockville, Maryland, USA
| | - Elad Firnberg
- Research and Early Development, REGENXBIO Inc., Rockville, Maryland, USA
| | - Sungyeon Cho
- Research and Early Development, REGENXBIO Inc., Rockville, Maryland, USA
| | - Trang Nguyen
- Research and Early Development, REGENXBIO Inc., Rockville, Maryland, USA
| | - William M. Henry
- Research and Early Development, REGENXBIO Inc., Rockville, Maryland, USA
| | | | - Joseph Bruder
- Research and Early Development, REGENXBIO Inc., Rockville, Maryland, USA
| | - Ye Liu
- Research and Early Development, REGENXBIO Inc., Rockville, Maryland, USA
| | - Olivier Danos
- Research and Early Development, REGENXBIO Inc., Rockville, Maryland, USA
| | | | | | | | | | - Jason T. Kaelber
- Institute of Quantitative Biomedicine and Rutgers CryoEM & Nanoimaging Facility, Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - Hemi Dimant
- Invicro LLC, Needham, Massachusetts, USA
- Emit Imaging, Baltimore, Maryland, USA
| | - Jared B. Smith
- Research and Early Development, REGENXBIO Inc., Rockville, Maryland, USA
| | - Andrew C. Mercer
- Research and Early Development, REGENXBIO Inc., Rockville, Maryland, USA
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19
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Gonzalez TJ, Mitchell-Dick A, Blondel LO, Fanous MM, Hull JA, Oh DK, Moller-Tank S, Castellanos Rivera RM, Piedrahita JA, Asokan A. Structure-guided AAV capsid evolution strategies for enhanced CNS gene delivery. Nat Protoc 2023; 18:3413-3459. [PMID: 37735235 DOI: 10.1038/s41596-023-00875-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 06/13/2023] [Indexed: 09/23/2023]
Abstract
Over the past 5 years, our laboratory has systematically developed a structure-guided library approach to evolve new adeno-associated virus (AAV) capsids with altered tissue tropism, higher transduction efficiency and the ability to evade pre-existing humoral immunity. Here, we provide a detailed protocol describing two distinct evolution strategies using structurally divergent AAV serotypes as templates, exemplified by improving CNS gene transfer efficiency in vivo. We outline four major components of our strategy: (i) structure-guided design of AAV capsid libraries, (ii) AAV library production, (iii) library cycling in single versus multiple animal models, followed by (iv) evaluation of lead AAV vector candidates in vivo. The protocol spans ~95 d, excluding gene expression analysis in vivo, and can vary depending on user experience, resources and experimental design. A distinguishing attribute of the current protocol is the focus on providing biomedical researchers with 3D structural information to guide evolution of precise 'hotspots' on AAV capsids. Furthermore, the protocol outlines two distinct methods for AAV library evolution consisting of adenovirus-enabled infectious cycling in a single species and noninfectious cycling in a cross-species manner. Notably, our workflow can be seamlessly merged with other RNA transcript-based library strategies and tailored for tissue-specific capsid selection. Overall, the procedures outlined herein can be adapted to expand the AAV vector toolkit for genetic manipulation of animal models and development of human gene therapies.
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Affiliation(s)
- Trevor J Gonzalez
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC, USA
| | | | - Leo O Blondel
- Department of Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Marco M Fanous
- Department of Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Joshua A Hull
- Department of Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Daniel K Oh
- Department of Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Sven Moller-Tank
- Gene Therapy Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | - Jorge A Piedrahita
- North Carolina State University College of Veterinary Medicine, Raleigh, NC, USA
| | - Aravind Asokan
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC, USA.
- Department of Surgery, Duke University School of Medicine, Durham, NC, USA.
- Department of Biomedical Engineering, Duke University, Durham, NC, USA.
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20
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Grimm D, Nonnenmacher M. Every little bit helps: A single-residue switch in a vascular AAV enables blood-brain barrier penetration. Mol Ther Methods Clin Dev 2023; 29:364-365. [PMID: 37214312 PMCID: PMC10199398 DOI: 10.1016/j.omtm.2023.04.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Affiliation(s)
- Dirk Grimm
- Department of Infectious Diseases/Virology, Section Viral Vector Technologies, Medical Faculty, BioQuant, Heidelberg University, Im Neuenheimer Feld 267, 69120 Heidelberg, Germany
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21
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Xiang YS, Hao GG. Biophysical characterization of adeno-associated virus capsid through the viral transduction life cycle. J Genet Eng Biotechnol 2023; 21:62. [PMID: 37195476 DOI: 10.1186/s43141-023-00518-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 05/11/2023] [Indexed: 05/18/2023]
Abstract
Adeno-associated virus (AAV) vectors have emerged as the leading delivery platforms for gene therapy. Throughout the life cycle of the virions, the capsid vector carries out diverse functions, ranging from cell surface receptor engagement, cellular entry, endosomal escape, nuclear import to new particle packaging, and assembly. Each of these steps is mediated by exquisite structure features of the viral capsid and its interaction with viral genome, Rep proteins, and cellular organelle and apparatus. In this brief review, we provide an overview of results from over a decade of extensive biophysical studies of the capsid employing various techniques. The remaining unaddressed questions and perspective are also discussed. The detailed understanding of the structure and function interplay would provide insight to the strategy for improving the efficacy and safety of the viral vectors.
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Affiliation(s)
| | - Gang Gary Hao
- Weston Biomedical Reviews, 65 Autumn Road, Weston, MA, 02493, USA.
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22
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Sarkar S, Panikker P, D’Souza S, Shetty R, Mohan RR, Ghosh A. Corneal Regeneration Using Gene Therapy Approaches. Cells 2023; 12:1280. [PMID: 37174680 PMCID: PMC10177166 DOI: 10.3390/cells12091280] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 04/13/2023] [Accepted: 04/23/2023] [Indexed: 05/15/2023] Open
Abstract
One of the most remarkable advancements in medical treatments of corneal diseases in recent decades has been corneal transplantation. However, corneal transplants, including lamellar strategies, have their own set of challenges, such as graft rejection, delayed graft failure, shortage of donor corneas, repeated treatments, and post-surgical complications. Corneal defects and diseases are one of the leading causes of blindness globally; therefore, there is a need for gene-based interventions that may mitigate some of these challenges and help reduce the burden of blindness. Corneas being immune-advantaged, uniquely avascular, and transparent is ideal for gene therapy approaches. Well-established corneal surgical techniques as well as their ease of accessibility for examination and manipulation makes corneas suitable for in vivo and ex vivo gene therapy. In this review, we focus on the most recent advances in the area of corneal regeneration using gene therapy and on the strategies involved in the development of such therapies. We also discuss the challenges and potential of gene therapy for the treatment of corneal diseases. Additionally, we discuss the translational aspects of gene therapy, including different types of vectors, particularly focusing on recombinant AAV that may help advance targeted therapeutics for corneal defects and diseases.
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Affiliation(s)
- Subhradeep Sarkar
- GROW Research Laboratory, Narayana Nethralaya Foundation, Bangalore 560099, Karnataka, India
- Manipal Academy of Higher Education, Manipal 576104, Karnataka, India
| | - Priyalakshmi Panikker
- GROW Research Laboratory, Narayana Nethralaya Foundation, Bangalore 560099, Karnataka, India
| | - Sharon D’Souza
- Department of Cornea and Refractive Surgery, Narayana Nethralaya, Bangalore 560010, Karnataka, India
| | - Rohit Shetty
- Department of Cornea and Refractive Surgery, Narayana Nethralaya, Bangalore 560010, Karnataka, India
| | - Rajiv R. Mohan
- Harry S. Truman Memorial Veterans’ Hospital, Columbia, MO 65201, USA
- One-Health Vision Research Program, Departments of Veterinary Medicine and Surgery and Biomedical Sciences, College of Veterinary Medicine, University of Missouri, Columbia, MO 65211, USA
- Mason Eye Institute, School of Medicine, University of Missouri, Columbia, MO 65211, USA
| | - Arkasubhra Ghosh
- GROW Research Laboratory, Narayana Nethralaya Foundation, Bangalore 560099, Karnataka, India
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23
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Hoffmann MD, Zdechlik AC, He Y, Nedrud D, Aslanidi G, Gordon W, Schmidt D. Multiparametric domain insertional profiling of Adeno-Associated Virus VP1. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.04.19.537549. [PMID: 37131661 PMCID: PMC10153220 DOI: 10.1101/2023.04.19.537549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Evolved properties of Adeno-Associated Virus (AAV), such as broad tropism and immunogenicity in humans, are barriers to AAV-based gene therapy. Previous efforts to re-engineer these properties have focused on variable regions near AAV’s 3-fold protrusions and capsid protein termini. To comprehensively survey AAV capsids for engineerable hotspots, we determined multiple AAV fitness phenotypes upon insertion of large, structured protein domains into the entire AAV-DJ capsid protein VP1. This is the largest and most comprehensive AAV domain insertion dataset to date. Our data revealed a surprising robustness of AAV capsids to accommodate large domain insertions. There was strong positional, domain-type, and fitness phenotype dependence of insertion permissibility, which clustered into correlated structural units that we could link to distinct roles in AAV assembly, stability, and infectivity. We also identified new engineerable hotspots of AAV that facilitate the covalent attachment of binding scaffolds, which may represent an alternative approach to re-direct AAV tropism.
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24
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Shay TF, Sullivan EE, Ding X, Chen X, Ravindra Kumar S, Goertsen D, Brown D, Crosby A, Vielmetter J, Borsos M, Wolfe DA, Lam AW, Gradinaru V. Primate-conserved carbonic anhydrase IV and murine-restricted LY6C1 enable blood-brain barrier crossing by engineered viral vectors. SCIENCE ADVANCES 2023; 9:eadg6618. [PMID: 37075114 PMCID: PMC10115422 DOI: 10.1126/sciadv.adg6618] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
The blood-brain barrier (BBB) presents a major challenge for delivering large molecules to study and treat the central nervous system. This is due in part to the scarcity of targets known to mediate BBB crossing. To identify novel targets, we leverage a panel of adeno-associated viruses (AAVs) previously identified through mechanism-agnostic directed evolution for improved BBB transcytosis. Screening potential cognate receptors for enhanced BBB crossing, we identify two targets: murine-restricted LY6C1 and widely conserved carbonic anhydrase IV (CA-IV). We apply AlphaFold-based in silico methods to generate capsid-receptor binding models to predict the affinity of AAVs for these identified receptors. Demonstrating how these tools can unlock target-focused engineering strategies, we create an enhanced LY6C1-binding vector, AAV-PHP.eC, that, unlike our prior PHP.eB, also works in Ly6a-deficient mouse strains such as BALB/cJ. Combined with structural insights from computational modeling, the identification of primate-conserved CA-IV enables the design of more specific and potent human brain-penetrant chemicals and biologicals, including gene delivery vectors.
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Affiliation(s)
- Timothy F. Shay
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
- Corresponding author. (T.F.S.); (V.G.)
| | - Erin E. Sullivan
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Xiaozhe Ding
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Xinhong Chen
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Sripriya Ravindra Kumar
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - David Goertsen
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - David Brown
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Anaya Crosby
- California State Polytechnic University, Pomona, Pomona, CA, USA
| | - Jost Vielmetter
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Máté Borsos
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Damien A. Wolfe
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Annie W. Lam
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Viviana Gradinaru
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
- Corresponding author. (T.F.S.); (V.G.)
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25
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Large EE, Chapman MS. Adeno-associated virus receptor complexes and implications for adeno-associated virus immune neutralization. Front Microbiol 2023; 14:1116896. [PMID: 36846761 PMCID: PMC9950413 DOI: 10.3389/fmicb.2023.1116896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 01/20/2023] [Indexed: 02/12/2023] Open
Abstract
Adeno-associated viruses (AAV) are among the foremost vectors for in vivo gene therapy. A number of monoclonal antibodies against several serotypes of AAV have previously been prepared. Many are neutralizing, and the predominant mechanisms have been reported as the inhibition of binding to extracellular glycan receptors or interference with some post-entry step. The identification of a protein receptor and recent structural characterization of its interactions with AAV compel reconsideration of this tenet. AAVs can be divided into two families based on which domain of the receptor is strongly bound. Neighboring domains, unseen in the high-resolution electron microscopy structures have now been located by electron tomography, pointing away from the virus. The epitopes of neutralizing antibodies, previously characterized, are now compared to the distinct protein receptor footprints of the two families of AAV. Comparative structural analysis suggests that antibody interference with protein receptor binding might be the more prevalent mechanism than interference with glycan attachment. Limited competitive binding assays give some support to the hypothesis that inhibition of binding to the protein receptor has been an overlooked mechanism of neutralization. More extensive testing is warranted.
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Affiliation(s)
| | - Michael S. Chapman
- Department of Biochemistry, University of Missouri, Columbia, MO, United States
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26
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Zane G, Silveria M, Meyer N, White T, Duan R, Zou X, Chapman M. Cryo-EM structure of adeno-associated virus 4 at 2.2 Å resolution. Acta Crystallogr D Struct Biol 2023; 79:140-153. [PMID: 36762860 PMCID: PMC9912921 DOI: 10.1107/s2059798322012190] [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: 03/21/2022] [Accepted: 12/26/2022] [Indexed: 01/21/2023] Open
Abstract
Adeno-associated virus (AAV) is the vector of choice for several approved gene-therapy treatments and is the basis for many ongoing clinical trials. Various strains of AAV exist (referred to as serotypes), each with their own transfection characteristics. Here, a high-resolution cryo-electron microscopy structure (2.2 Å) of AAV serotype 4 (AAV4) is presented. The receptor responsible for transduction of the AAV4 clade of AAV viruses (including AAV11, AAV12 and AAVrh32.33) is unknown. Other AAVs interact with the same cell receptor, adeno-associated virus receptor (AAVR), in one of two different ways. AAV5-like viruses interact exclusively with the polycystic kidney disease-like 1 (PKD1) domain of AAVR, while most other AAVs interact primarily with the PKD2 domain. A comparison of the present AAV4 structure with prior corresponding structures of AAV5, AAV2 and AAV1 in complex with AAVR provides a foundation for understanding why the AAV4-like clade is unable to interact with either PKD1 or PKD2 of AAVR. The conformation of the AAV4 capsid in variable regions I, III, IV and V on the viral surface appears to be sufficiently different from AAV2 to ablate binding with PKD2. Differences between AAV4 and AAV5 in variable region VII appear to be sufficient to exclude binding with PKD1.
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Affiliation(s)
- Grant Zane
- Department of Biochemistry, University of Missouri, Columbia, MO 65211, USA
| | - Mark Silveria
- Department of Biochemistry, University of Missouri, Columbia, MO 65211, USA
| | - Nancy Meyer
- Center for Spatial Systems Biomedicine, Oregon Health Sciences University, Portland, Oregon, USA
| | - Tommi White
- Department of Biochemistry, University of Missouri, Columbia, MO 65211, USA
- Bayer Crop Science, Bayer (United States), Chesterfield, MO 63017, USA
- Electron Microscopy Core, University of Missouri, Columbia, MO 65211, USA
| | - Rui Duan
- Dalton Cardiovascular Center, University of Missouri, Columbia, MO 65211, USA
| | - Xiaoqin Zou
- Department of Biochemistry, University of Missouri, Columbia, MO 65211, USA
- Dalton Cardiovascular Center, University of Missouri, Columbia, MO 65211, USA
- Department of Physics, University of Missouri, Columbia, MO 65211, USA
- Institute for Data Science and Informatics, University of Missouri, Columbia, MO 65211, USA
| | - Michael Chapman
- Department of Biochemistry, University of Missouri, Columbia, MO 65211, USA
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27
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Large EE, Silveria MA, Weerakoon O, White TA, Chapman MS. Cross-Species Permissivity: Structure of a Goat Adeno-Associated Virus and Its Complex with the Human Receptor AAVR. J Virol 2022; 96:e0148422. [PMID: 36453885 PMCID: PMC9769368 DOI: 10.1128/jvi.01484-22] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 11/06/2022] [Indexed: 12/05/2022] Open
Abstract
Adeno-associated virus (AAV) is a small ssDNA satellite virus of high interest (in recombinant form) as a safe and effective gene therapy vector. AAV's human cell entry receptor (AAVR) contains polycystic kidney disease (PKD) domains bound by AAV. Seeking understanding of the spectrum of interactions, goat AAVGo.1 is investigated, because its host is the species most distant from human with reciprocal cross-species cell susceptibility. The structure of AAVGo.1, solved by cryo-EM to 2.9 Å resolution, is most similar to AAV5. Through ELISA (enzyme-linked immunosorbent assay) studies, it is shown that AAVGo.1 binds to human AAVR more strongly than do AAV2 or AAV5, and that it joins AAV5 in a class that binds exclusively to PKD domain 1 (PKD1), in contrast to other AAVs that interact primarily with PKD2. The AAVGo.1 cryo-EM structure of a complex with a PKD12 fragment of AAVR at 2.4 Å resolution shows PKD1 bound with minimal change in virus structure. There are only minor conformational adaptations in AAVR, but there is a near-rigid rotation of PKD1 with maximal displacement of the receptor domain by ~1 Å compared to PKD1 bound to AAV5. AAVGo.1 joins AAV5 as the second member of an emerging class of AAVs whose mode of receptor-binding is completely different from other AAVs, typified by AAV2. IMPORTANCE Adeno-associated virus (AAV) is a small ssDNA satellite parvovirus. As a recombinant vector with a protein shell encapsidating a transgene, recombinant AAV (rAAV) is a leading delivery vehicle for gene therapy, with two FDA-approved treatments and 150 clinical trials for 30 diseases. The human entry receptor AAVR has five PKD domains. To date, all serotypes, except AAV5, have interacted primarily with the second PKD domain, PKD2. Goat is the AAV host most distant from human with cross-species cell infectivity. AAVGo.1 is similar in structure to AAV5, the two forming a class with a distinct mode of receptor-binding. Within the two classes, binding interactions are mostly conserved, giving an indication of the latitude available in modulating delivery vectors.
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Affiliation(s)
- Edward E. Large
- Department of Biochemistry, University of Missouri, Columbia, Missouri, USA
| | - Mark A. Silveria
- Department of Biochemistry, University of Missouri, Columbia, Missouri, USA
| | - Onellah Weerakoon
- Department of Biochemistry, University of Missouri, Columbia, Missouri, USA
| | - Tommi A. White
- Department of Biochemistry, University of Missouri, Columbia, Missouri, USA
| | - Michael S. Chapman
- Department of Biochemistry, University of Missouri, Columbia, Missouri, USA
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28
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Zinn E, Unzu C, Schmit PF, Turunen HT, Zabaleta N, Sanmiguel J, Fieldsend A, Bhatt U, Diop C, Merkel E, Gurrala R, Peacker B, Rios C, Messemer K, Santos J, Estelien R, Andres-Mateos E, Wagers AJ, Tipper C, Vandenberghe LH. Ancestral library identifies conserved reprogrammable liver motif on AAV capsid. Cell Rep Med 2022; 3:100803. [PMID: 36327973 PMCID: PMC9729830 DOI: 10.1016/j.xcrm.2022.100803] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 04/18/2022] [Accepted: 10/12/2022] [Indexed: 11/07/2022]
Abstract
Gene therapy is emerging as a modality in 21st-century medicine. Adeno-associated viral (AAV) gene transfer is a leading technology to achieve efficient and durable expression of a therapeutic transgene. However, the structural complexity of the capsid has constrained efforts to engineer the particle toward improved clinical safety and efficacy. Here, we generate a curated library of barcoded AAVs with mutations across a variety of functionally relevant motifs. We then screen this library in vitro and in vivo in mice and nonhuman primates, enabling a broad, multiparametric assessment of every vector within the library. Among the results, we note a single residue that modulates liver transduction across all interrogated models while preserving transduction in heart and skeletal muscles. Moreover, we find that this mutation can be grafted into AAV9 and leads to profound liver detargeting while retaining muscle transduction-a finding potentially relevant to preventing hepatoxicities seen in clinical studies.
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Affiliation(s)
- Eric Zinn
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA; Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Carmen Unzu
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA; Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Pauline F Schmit
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA; Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Heikki T Turunen
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA; Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Nerea Zabaleta
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA; Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Julio Sanmiguel
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA; Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Allegra Fieldsend
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA; Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Urja Bhatt
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA; Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Cheikh Diop
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA; Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Erin Merkel
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA; Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Rakesh Gurrala
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA; Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Bryan Peacker
- Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA; Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 02138, USA; Paul F. Glenn Center for the Biology of Aging, Harvard Medical School, Boston, MA 02115, USA
| | - Christopher Rios
- Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA; Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 02138, USA; Paul F. Glenn Center for the Biology of Aging, Harvard Medical School, Boston, MA 02115, USA
| | - Kathleen Messemer
- Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA; Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 02138, USA; Paul F. Glenn Center for the Biology of Aging, Harvard Medical School, Boston, MA 02115, USA
| | - Jennifer Santos
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA; Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Reynette Estelien
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA; Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Eva Andres-Mateos
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA; Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Amy J Wagers
- Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA; Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 02138, USA; Paul F. Glenn Center for the Biology of Aging, Harvard Medical School, Boston, MA 02115, USA; Joslin Diabetes Center, Boston, MA 02215, USA
| | - Christopher Tipper
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA; Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Luk H Vandenberghe
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA; Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA; The Broad Institute of Harvard and MIT, Cambridge, MA, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA.
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29
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Han Z, Luo N, Wu Y, Kou J, Ma W, Yang X, Cai Y, Ma L, Han L, Wang X, Qin H, Shi Q, Wang J, Ye C, Lin K, Xu F. AAV13 Enables Precise Targeting of Local Neural Populations. Int J Mol Sci 2022; 23:12806. [PMID: 36361595 PMCID: PMC9653909 DOI: 10.3390/ijms232112806] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 10/17/2022] [Accepted: 10/21/2022] [Indexed: 09/05/2023] Open
Abstract
As powerful tools for local gene delivery, adeno-associated viruses (AAVs) are widely used for neural circuit studies and therapeutical purposes. However, most of them have the characteristics of large diffusion range and retrograde labeling, which may result in off-target transduction during in vivo application. Here, in order to achieve precise gene delivery, we screened AAV serotypes that have not been commonly used as gene vectors and found that AAV13 can precisely transduce local neurons in the brain, with a smaller diffusion range than AAV2 and rigorous anterograde labeling. Then, AAV13-based single-viral and dual-viral strategies for sparse labeling of local neurons in the brains of C57BL/6 or Cre transgenic mice were developed. Additionally, through the neurobehavioral test in the ventral tegmental area, we demonstrated that AAV13 was validated for functional monitoring by means of carrying Cre recombinase to drive the expression of Cre-dependent calcium-sensitive indicator. In summary, our study provides AAV13-based toolkits for precise local gene delivery, which can be used for in situ small nuclei targeting, sparse labeling and functional monitoring.
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Affiliation(s)
- Zengpeng Han
- State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, Key Laboratory of Magnetic Resonance in Biological Systems, Wuhan Center for Magnetic Resonance, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
- Shenzhen Key Laboratory of Viral Vectors for Biomedicine, Key Laboratory of Quality Control Technology for Virus-Based Therapeutics, Guangdong Provincial Medical Products Administration, NMPA Key Laboratory for Research and Evaluation of Viral Vector Technology in Cell and Gene Therapy Medicinal Products, The Brain Cognition and Brain Disease Institute (BCBDI), Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen 518055, China
| | - Nengsong Luo
- Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan 430074, China
| | - Yang Wu
- State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, Key Laboratory of Magnetic Resonance in Biological Systems, Wuhan Center for Magnetic Resonance, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Jiaxin Kou
- Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Wenyu Ma
- State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, Key Laboratory of Magnetic Resonance in Biological Systems, Wuhan Center for Magnetic Resonance, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xin Yang
- State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, Key Laboratory of Magnetic Resonance in Biological Systems, Wuhan Center for Magnetic Resonance, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, China
| | - Yuxiang Cai
- Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan 430074, China
| | - Lin Ma
- Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Lu Han
- College of Life Sciences, Wuhan University, Wuhan 430072, China
| | - Xiujie Wang
- College of Life Sciences, Wuhan University, Wuhan 430072, China
| | - Hualing Qin
- College of Life Sciences, Wuhan University, Wuhan 430072, China
| | - Qing Shi
- Shenzhen Key Laboratory of Viral Vectors for Biomedicine, Key Laboratory of Quality Control Technology for Virus-Based Therapeutics, Guangdong Provincial Medical Products Administration, NMPA Key Laboratory for Research and Evaluation of Viral Vector Technology in Cell and Gene Therapy Medicinal Products, The Brain Cognition and Brain Disease Institute (BCBDI), Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen 518055, China
| | - Jie Wang
- State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, Key Laboratory of Magnetic Resonance in Biological Systems, Wuhan Center for Magnetic Resonance, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Chaohui Ye
- State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, Key Laboratory of Magnetic Resonance in Biological Systems, Wuhan Center for Magnetic Resonance, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Kunzhang Lin
- Shenzhen Key Laboratory of Viral Vectors for Biomedicine, Key Laboratory of Quality Control Technology for Virus-Based Therapeutics, Guangdong Provincial Medical Products Administration, NMPA Key Laboratory for Research and Evaluation of Viral Vector Technology in Cell and Gene Therapy Medicinal Products, The Brain Cognition and Brain Disease Institute (BCBDI), Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen 518055, China
| | - Fuqiang Xu
- State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, Key Laboratory of Magnetic Resonance in Biological Systems, Wuhan Center for Magnetic Resonance, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
- Shenzhen Key Laboratory of Viral Vectors for Biomedicine, Key Laboratory of Quality Control Technology for Virus-Based Therapeutics, Guangdong Provincial Medical Products Administration, NMPA Key Laboratory for Research and Evaluation of Viral Vector Technology in Cell and Gene Therapy Medicinal Products, The Brain Cognition and Brain Disease Institute (BCBDI), Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen 518055, China
- Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan 430074, China
- Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai 200031, China
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30
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Abstract
Adeno-associated virus (AAV) has a single-stranded DNA genome encapsidated in a small icosahedrally symmetric protein shell with 60 subunits. AAV is the leading delivery vector in emerging gene therapy treatments for inherited disorders, so its structure and molecular interactions with human hosts are of intense interest. A wide array of electron microscopic approaches have been used to visualize the virus and its complexes, depending on the scientific question, technology available, and amenability of the sample. Approaches range from subvolume tomographic analyses of complexes with large and flexible host proteins to detailed analysis of atomic interactions within the virus and with small ligands at resolutions as high as 1.6 Å. Analyses have led to the reclassification of glycan receptors as attachment factors, to structures with a new-found receptor protein, to identification of the epitopes of antibodies, and a new understanding of possible neutralization mechanisms. AAV is now well-enough characterized that it has also become a model system for EM methods development. Heralding a new era, cryo-EM is now also being deployed as an analytic tool in the process development and production quality control of high value pharmaceutical biologics, namely AAV vectors.
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Affiliation(s)
- Scott
M. Stagg
- Department
of Biological Sciences, Florida State University, Tallahassee, Florida 32306, United States
- Institute
of Molecular Biophysics, Florida State University, Tallahassee, Florida 32306, United States
| | - Craig Yoshioka
- Department
of Biomedical Engineering, Oregon Health
& Science University, Portland Oregon 97239, United States
| | - Omar Davulcu
- Environmental
Molecular Sciences Laboratory, Pacific Northwest
National Laboratory, 3335 Innovation Boulevard, Richland, Washington 99354, United States
| | - Michael S. Chapman
- Department
of Biochemistry, University of Missouri, Columbia, Missouri 65211, United States
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31
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Smith LJ, Schulman LA, Smith S, Van Lieshout L, Barnes CM, Behmoiras L, Scarpitti M, Kivaa M, Duong KL, Benard LO, Ellsworth JL, Avila N, Faulkner D, Hayes A, Lotterhand J, Rivas JI, Sengooba AV, Tzianabos A, Seymour AB, Francone OL. Natural variations in AAVHSC16 significantly reduce liver tropism and maintain broad distribution to periphery and CNS. Mol Ther Methods Clin Dev 2022; 26:224-238. [PMID: 35859693 PMCID: PMC9287613 DOI: 10.1016/j.omtm.2022.06.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 06/27/2022] [Indexed: 12/19/2022]
Abstract
Adeno-associated viruses derived from human hematopoietic stem cells (AAVHSCs) are naturally occurring AAVs. Fifteen AAVHSCs have demonstrated broad biodistribution while displaying differences in transduction. We examine the structure-function relationships of these natural amino acid variations on cellular binding. We demonstrate that AAVHSC16 is the only AAVHSC that does not preferentially bind to terminal galactose. AAVHSC16 contains two unique amino acids, 501I and 706C, compared with other AAVHSCs. Through mutagenesis, we determined that residue 501 contributes to the lack of galactose binding. Structural analysis revealed that residue 501 is in proximity to the galactose binding pocket, hence confirming its functional role in galactose binding. Biodistribution analysis of AAVHSC16 indicated significantly less liver tropism in mice and non-human primates compared with other clade F members, likely associated with overall binding differences observed in vitro. AAVHSC16 maintained robust tropism to other key tissues in the peripheral and central nervous systems after intravenous injection, including to the brain, heart, and gastrocnemius. Importantly, AAVHSC16 did not induce elevated liver enzyme levels in non-human primates after intravenous injection at high doses. The unique glycan binding and tropism of AAVHSC16 makes this naturally occurring capsid an attractive candidate for therapies requiring less liver tropism while maintaining broad biodistribution.
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Affiliation(s)
- Laura J Smith
- Homology Medicines, Inc., 1 Patriots Park, Bedford, MA 01730, USA
| | | | - Samantha Smith
- Homology Medicines, Inc., 1 Patriots Park, Bedford, MA 01730, USA
| | | | - Carmen M Barnes
- Homology Medicines, Inc., 1 Patriots Park, Bedford, MA 01730, USA
| | - Liana Behmoiras
- Homology Medicines, Inc., 1 Patriots Park, Bedford, MA 01730, USA
| | - Meghan Scarpitti
- Homology Medicines, Inc., 1 Patriots Park, Bedford, MA 01730, USA
| | - Monicah Kivaa
- Homology Medicines, Inc., 1 Patriots Park, Bedford, MA 01730, USA
| | - Khanh L Duong
- Homology Medicines, Inc., 1 Patriots Park, Bedford, MA 01730, USA
| | - Ludo O Benard
- Homology Medicines, Inc., 1 Patriots Park, Bedford, MA 01730, USA
| | - Jeff L Ellsworth
- Homology Medicines, Inc., 1 Patriots Park, Bedford, MA 01730, USA
| | - Nancy Avila
- Homology Medicines, Inc., 1 Patriots Park, Bedford, MA 01730, USA
| | - Deiby Faulkner
- Homology Medicines, Inc., 1 Patriots Park, Bedford, MA 01730, USA
| | - April Hayes
- Homology Medicines, Inc., 1 Patriots Park, Bedford, MA 01730, USA
| | - Jason Lotterhand
- Homology Medicines, Inc., 1 Patriots Park, Bedford, MA 01730, USA
| | | | | | - Alec Tzianabos
- Homology Medicines, Inc., 1 Patriots Park, Bedford, MA 01730, USA
| | - Albert B Seymour
- Homology Medicines, Inc., 1 Patriots Park, Bedford, MA 01730, USA
| | - Omar L Francone
- Homology Medicines, Inc., 1 Patriots Park, Bedford, MA 01730, USA
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Xu G, Zhang R, Li H, Yin K, Ma X, Lou Z. Structural basis for the neurotropic AAV9 and the engineered AAVPHP.eB recognition with cellular receptors. Mol Ther Methods Clin Dev 2022; 26:52-60. [PMID: 35755945 PMCID: PMC9198364 DOI: 10.1016/j.omtm.2022.05.009] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2021] [Accepted: 05/25/2022] [Indexed: 11/19/2022]
Abstract
Clade F adeno-associated virus (AAV) 9 has been utilized as therapeutic gene delivery vector, and it is capable of crossing blood brain barrier (BBB). Recently, an AAV9-based engineering serotype AAVPHP.eB with enhanced BBB crossing ability further expanded clade F AAVs' usages in the murine central nervous system (CNS) gene delivery. In this study, we determined the cryo-electron microscopy (cryo-EM) structures of the AAVPHP.eB and its parental serotype AAV9 in native form or in complex with their essential receptor AAV receptor (AAVR). These structures reveal the molecular details of their AAVR recognition, where the polycystic kidney disease repeat domain 2 (PKD2) of AAVR interacts with AAV9 and AAVPHP.eB virions at the 3-fold protrusions and the raised capsid regions between the 2- and 5-fold axes, termed the 2/5-fold wall. The interacting patterns of AAVR to AAV9 and AAVPHP.eB are similar to what was observed in AAV1/AAV2-AAVR complexes. Moreover, we found that the AAVPHP.eB variable region VIII (VR-VIII) may independently facilitate the new receptor recognition responsible for enhanced CNS transduction. Our study provides insights into the recognition principles of multiple receptors for engineered AAVPHP.eB and parental serotype AAV9, and further reveal the potential molecular basis underlying their different tropisms.
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Affiliation(s)
- Guangxue Xu
- MOE Key Laboratory of Protein Science & Collaborative Innovation Center of Biotherapy, School of Medicine, Tsinghua University, Beijing, China
- Corresponding author Guangxue Xu, MOE Key Laboratory of Protein Science & Collaborative Innovation Center of Biotherapy, School of Medicine, Tsinghua University, Beijing, China.
| | - Ran Zhang
- MOE Key Laboratory of Protein Science & Collaborative Innovation Center of Biotherapy, School of Medicine, Tsinghua University, Beijing, China
- School of Life Sciences, Tsinghua University, Beijing, China
| | - Huapeng Li
- PackGene Biotech, Guangzhou, Guangdong, China
| | - Kaixin Yin
- International School of Beijing, Beijing, China
| | - Xinyi Ma
- Beijing No.8 High School, Beijing, China
| | - Zhiyong Lou
- MOE Key Laboratory of Protein Science & Collaborative Innovation Center of Biotherapy, School of Medicine, Tsinghua University, Beijing, China
- Corresponding author Zhiyong Lou, MOE Key Laboratory of Protein Science & Collaborative Innovation Center of Biotherapy, School of Medicine, Tsinghua University, Beijing, China.
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Jang S, Shen HK, Ding X, Miles TF, Gradinaru V. Structural basis of receptor usage by the engineered capsid AAV-PHP.eB. Mol Ther Methods Clin Dev 2022; 26:343-354. [PMID: 36034770 PMCID: PMC9382559 DOI: 10.1016/j.omtm.2022.07.011] [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: 04/29/2022] [Accepted: 07/15/2022] [Indexed: 11/16/2022]
Abstract
Adeno-associated virus serotype 9 (AAV9) is a promising gene therapy vector for treating neurodegenerative diseases due to its ability to penetrate the blood-brain barrier. PHP.eB was engineered from AAV9 by insertion of a 7-amino acid peptide and point mutation of neighboring residues, thereby enhancing potency in the central nervous system. Here, we report a 2.24-Å resolution cryo-electron microscopy structure of PHP.eB, revealing conformational differences from other 7-mer insertion capsid variants. In PHP.eB, the 7-mer loop adopts a bent conformation, mediated by an interaction between engineered lysine and aspartate residues. Further, we identify PKD2 as the main AAV receptor (AAVR) domain recognizing both AAV9 and PHP.eB and find that the PHP.eB 7-mer partially destabilizes this interaction. Analysis of previously reported AAV structures together with our pull-down data demonstrate that the 7-mer topology determined by the lysine-aspartate interaction dictates AAVR binding strength. Our results suggest that PHP.eB's altered tropism may arise from both an additional interaction with LY6A and weakening of its AAVR interaction. Changing the insertion length, but not sequence, modifies PKD2 binding affinity, suggesting that a steric clash impedes AAVR binding. This research suggests improved library designs for future AAV selections to identify non-LY6A-dependent vectors and modulate AAVR interaction strength.
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Affiliation(s)
- Seongmin Jang
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Hao K Shen
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Xiaozhe Ding
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Timothy F Miles
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Viviana Gradinaru
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA
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34
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Adeno-Associated Virus Receptor-Binding: Flexible Domains and Alternative Conformations through Cryo-Electron Tomography of Adeno-Associated Virus 2 (AAV2) and AAV5 Complexes. J Virol 2022; 96:e0010622. [PMID: 35674430 PMCID: PMC9278096 DOI: 10.1128/jvi.00106-22] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Recombinant forms of adeno-associated virus (rAAV) are vectors of choice in the development of treatments for a number of genetic dispositions. Greater understanding of AAV’s molecular virology is needed to underpin needed improvements in efficiency and specificity. Recent advances have included identification of a near-universal entry receptor, AAVR, and structures detected by cryo-electron microscopy (EM) single particle analysis (SPA) that revealed, at high resolution, only the domains of AAVR most tightly bound to AAV. Here, cryogenic electron tomography (cryo-ET) is applied to reveal the neighboring domains of the flexible receptor. For AAV5, where the PKD1 domain is bound strongly, PKD2 is seen in three configurations extending away from the virus. AAV2 binds tightly to the PKD2 domain at a distinct site, and cryo-ET now reveals four configurations of PKD1, all different from that seen in AAV5. The AAV2 receptor complex also shows unmodeled features on the inner surface that appear to be an equilibrium alternate configuration. Other AAV structures start near the 5-fold axis, but now β-strand A is the minor conformer and, for the major conformer, partially ordered N termini near the 2-fold axis join the canonical capsid jellyroll fold at the βA-βB turn. The addition of cryo-ET is revealing unappreciated complexity that is likely relevant to viral entry and to the development of improved gene therapy vectors. IMPORTANCE With 150 clinical trials for 30 diseases under way, AAV is a leading gene therapy vector. Immunotoxicity at high doses used to overcome inefficient transduction has occasionally proven fatal and highlighted gaps in fundamental virology. AAV enters cells, interacting through distinct sites with different domains of the AAVR receptor, according to AAV clade. Single domains are resolved in structures by cryogenic electron microscopy. Here, the adjoining domains are revealed by cryo-electron tomography of AAV2 and AAV5 complexes. They are in flexible configurations interacting minimally with AAV, despite measurable dependence of AAV2 transduction on both domains.
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35
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Meyer NL, Chapman MS. Adeno-associated virus (AAV) cell entry: structural insights. Trends Microbiol 2022; 30:432-451. [PMID: 34711462 PMCID: PMC11225776 DOI: 10.1016/j.tim.2021.09.005] [Citation(s) in RCA: 55] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 09/02/2021] [Accepted: 09/14/2021] [Indexed: 02/07/2023]
Abstract
Adeno-associated virus (AAV) is the leading vector in emerging treatments of inherited diseases. Higher transduction efficiencies and cellular specificity are required for broader clinical application, motivating investigations of virus-host molecular interactions during cell entry. High-throughput methods are identifying host proteins more comprehensively, with subsequent molecular studies revealing unanticipated complexity and serotype specificity. Cryogenic electron microscopy (cryo-EM) provides a path towards structural details of these sometimes heterogeneous virus-host complexes, and is poised to illuminate more fully the steps in entry. Here presented, is progress in understanding the distinct steps of glycan attachment, and receptor-mediated entry/trafficking. Comparison with structures of antibody complexes provides new insights on immune neutralization with implications for the design of improved gene therapy vectors.
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Affiliation(s)
- Nancy L Meyer
- Pacific Northwest Cryo-EM Center, Oregon Health and Science University (OHSU) Center for Spatial Systems Biomedicine, Portland, OR, USA
| | - Michael S Chapman
- Department of Biochemistry, University of Missouri, Columbia, MO 65211, USA.
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36
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Bauer A, Puglisi M, Nagl D, Schick JA, Werner T, Klingl A, El Andari J, Hornung V, Kessler H, Götz M, Grimm D, Brack‐Werner R. Molecular Signature of Astrocytes for Gene Delivery by the Synthetic Adeno-Associated Viral Vector rAAV9P1. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022; 9:e2104979. [PMID: 35398994 PMCID: PMC9165502 DOI: 10.1002/advs.202104979] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 03/24/2022] [Indexed: 06/01/2023]
Abstract
Astrocytes have crucial functions in the central nervous system (CNS) and are major players in many CNS diseases. Research on astrocyte-centered diseases requires efficient and well-characterized gene transfer vectors. Vectors derived from the Adeno-associated virus serotype 9 (AAV9) target astrocytes in the brains of rodents and nonhuman primates. A recombinant (r) synthetic peptide-displaying AAV9 variant, rAAV9P1, that efficiently and selectively transduces cultured human astrocytes, has been described previously. Here, it is shown that rAAV9P1 retains astrocyte-targeting properties upon intravenous injection in mice. Detailed analysis of putative receptors on human astrocytes shows that rAAV9P1 utilizes integrin subunits αv, β8, and either β3 or β5 as well as the AAV receptor AAVR. This receptor pattern is distinct from that of vectors derived from wildtype AAV2 or AAV9. Furthermore, a CRISPR/Cas9 genome-wide knockout screening revealed the involvement of several astrocyte-associated intracellular signaling pathways in the transduction of human astrocytes by rAAV9P1. This study delineates the unique receptor and intracellular pathway signatures utilized by rAAV9P1 for targeting human astrocytes. These results enhance the understanding of the transduction biology of synthetic rAAV vectors for astrocytes and can promote the development of advanced astrocyte-selective gene delivery vehicles for research and clinical applications.
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Affiliation(s)
- Amelie Bauer
- Institute of VirologyHelmholtz Center MunichNeuherberg85764Germany
| | - Matteo Puglisi
- Physiological GenomicsBiomedical Center (BMC)Ludwig‐Maximilians‐Universität (LMU)Planegg‐Martinsried82152Germany
- Institute for Stem Cell ResearchHelmholtz Center MunichBiomedical Center (BMC)Ludwig‐Maximilians‐Universität (LMU)Planegg‐Martinsried82152Germany
| | - Dennis Nagl
- Gene Center and Department of BiochemistryLudwig‐Maximilians‐UniversitätMunich81377Germany
| | - Joel A Schick
- Institute of Molecular Toxicology and PharmacologyGenetics and Cellular Engineering GroupHelmholtz Center MunichNeuherberg85764Germany
| | - Thomas Werner
- Department of Computational Medicine and Bioinformatics & Department of Internal MedicineUniversity of MichiganAnn ArborMI48109USA
| | - Andreas Klingl
- Plant Development and Electron MicroscopyDepartment Biology IBiocenterLudwig‐Maximilians‐Universität (LMU)Planegg‐Martinsried82152Germany
| | - Jihad El Andari
- BioQuant Center and Cluster of Excellence CellNetworks at Heidelberg UniversityHeidelberg69120Germany
- Department of Infectious DiseasesVirologyMedical FacultyHeidelberg UniversityHeidelberg69120Germany
| | - Veit Hornung
- Gene Center and Department of BiochemistryLudwig‐Maximilians‐UniversitätMunich81377Germany
| | - Horst Kessler
- Institute for Advanced Study and Center of Integrated Protein Science (CIPSM)Department ChemieTechnische Universität MünchenGarching85748Germany
| | - Magdalena Götz
- Physiological GenomicsBiomedical Center (BMC)Ludwig‐Maximilians‐Universität (LMU)Planegg‐Martinsried82152Germany
- Institute for Stem Cell ResearchHelmholtz Center MunichBiomedical Center (BMC)Ludwig‐Maximilians‐Universität (LMU)Planegg‐Martinsried82152Germany
- Excellence Cluster of Systems Neurology (SYNERGY)Munich81377Germany
| | - Dirk Grimm
- BioQuant Center and Cluster of Excellence CellNetworks at Heidelberg UniversityHeidelberg69120Germany
- Department of Infectious DiseasesVirologyMedical FacultyHeidelberg UniversityHeidelberg69120Germany
- German Center for Infection Research (DZIF) and German Center for Cardiovascular Research (DZHK)Partner site HeidelbergHeidelberg69120Germany
| | - Ruth Brack‐Werner
- Institute of VirologyHelmholtz Center MunichNeuherberg85764Germany
- Department of Biology IILudwig‐Maximilians‐Universität (LMU)Planegg‐Martinsried82152Germany
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37
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Klykov O, Kopylov M, Carragher B, Heck AJR, Noble AJ, Scheltema RA. Label-free visual proteomics: Coupling MS- and EM-based approaches in structural biology. Mol Cell 2022; 82:285-303. [PMID: 35063097 PMCID: PMC8842845 DOI: 10.1016/j.molcel.2021.12.027] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Revised: 12/14/2021] [Accepted: 12/20/2021] [Indexed: 01/22/2023]
Abstract
Combining diverse experimental structural and interactomic methods allows for the construction of comprehensible molecular encyclopedias of biological systems. Typically, this involves merging several independent approaches that provide complementary structural and functional information from multiple perspectives and at different resolution ranges. A particularly potent combination lies in coupling structural information from cryoelectron microscopy or tomography (cryo-EM or cryo-ET) with interactomic and structural information from mass spectrometry (MS)-based structural proteomics. Cryo-EM/ET allows for sub-nanometer visualization of biological specimens in purified and near-native states, while MS provides bioanalytical information for proteins and protein complexes without introducing additional labels. Here we highlight recent achievements in protein structure and interactome determination using cryo-EM/ET that benefit from additional MS analysis. We also give our perspective on how combining cryo-EM/ET and MS will continue bridging gaps between molecular and cellular studies by capturing and describing 3D snapshots of proteomes and interactomes.
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Affiliation(s)
- Oleg Klykov
- National Center for In-situ Tomographic Ultramicroscopy, Simons Electron Microscopy Center, New York Structural Biology Center, New York, NY, USA; Department of Biochemistry and Molecular Biophysics, Columbia University, New York, NY, USA
| | - Mykhailo Kopylov
- National Center for In-situ Tomographic Ultramicroscopy, Simons Electron Microscopy Center, New York Structural Biology Center, New York, NY, USA
| | - Bridget Carragher
- National Center for In-situ Tomographic Ultramicroscopy, Simons Electron Microscopy Center, New York Structural Biology Center, New York, NY, USA; Department of Biochemistry and Molecular Biophysics, Columbia University, New York, NY, USA
| | - Albert J R Heck
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, University of Utrecht, 3584 CH Utrecht, the Netherlands; Netherlands Proteomics Center, 3584 CH Utrecht, the Netherlands
| | - Alex J Noble
- National Center for In-situ Tomographic Ultramicroscopy, Simons Electron Microscopy Center, New York Structural Biology Center, New York, NY, USA.
| | - Richard A Scheltema
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, University of Utrecht, 3584 CH Utrecht, the Netherlands; Netherlands Proteomics Center, 3584 CH Utrecht, the Netherlands.
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38
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Arjomandnejad M, Sylvia K, Blackwood M, Nixon T, Tang Q, Muhuri M, Gruntman AM, Gao G, Flotte TR, Keeler AM. Modulating immune responses to AAV by expanded polyclonal T-regs and capsid specific chimeric antigen receptor T-regulatory cells. Mol Ther Methods Clin Dev 2021; 23:490-506. [PMID: 34853797 PMCID: PMC8605179 DOI: 10.1016/j.omtm.2021.10.010] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 10/13/2021] [Accepted: 10/26/2021] [Indexed: 12/14/2022]
Abstract
Immune responses to adeno-associated virus (AAV) capsids limit the therapeutic potential of AAV gene therapy. Herein, we model clinical immune responses by generating AAV capsid-specific chimeric antigen receptor (AAV-CAR) T cells. We then modulate immune responses to AAV capsid with AAV-CAR regulatory T cells (Tregs). AAV-CAR Tregs in vitro display phenotypical Treg surface marker expression, and functional suppression of effector T cell proliferation and cytotoxicity. In mouse models, AAV-CAR Tregs mediated continued transgene expression from an immunogenic capsid, despite antibody responses, produced immunosuppressive cytokines, and decreased tissue inflammation. AAV-CAR Tregs are also able to bystander suppress immune responses to immunogenic transgenes similarly mediating continued transgene expression, producing immunosuppressive cytokines, and reducing tissue infiltration. Taken together, AAV-CAR T cells and AAV-CAR Tregs are directed and powerful immunosuppressive tools to model and modulate immune responses to AAV capsids and transgenes in the local environment.
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Affiliation(s)
- Motahareh Arjomandnejad
- Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
| | - Katelyn Sylvia
- Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
| | - Meghan Blackwood
- Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
| | - Thomas Nixon
- Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
| | - Qiushi Tang
- Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
| | - Manish Muhuri
- Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA.,Department of Microbiology and Physiological Systems, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
| | - Alisha M Gruntman
- Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA.,Department of Pediatrics, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA.,Department of Clinical Sciences, Cummings School of Veterinary Medicine at Tufts University, Grafton, MA 01536, USA
| | - Guangping Gao
- Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA.,Department of Microbiology and Physiological Systems, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA.,NeuroNexus Institute, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
| | - Terence R Flotte
- Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA.,Department of Pediatrics, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
| | - Allison M Keeler
- Horae Gene Therapy Center, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA.,Department of Pediatrics, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA.,NeuroNexus Institute, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
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ATF6-mediated unfolded protein response facilitates AAV2 transduction by releasing the suppression of AAV receptor on ER stress. J Virol 2021; 96:e0110321. [PMID: 34851146 DOI: 10.1128/jvi.01103-21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Adeno-associated virus (AAV) is extensively used as a viral vector to deliver therapeutic genes during human gene therapy. A high affinity cellular receptor (AAVR) for most serotypes was recently identified, however, its biological function as a gene product remains unclear. In this study, we used AAVR knockdown cell models to show that AAVR depletion significantly attenuated cells to activate unfolded protein response (UPR) pathways, when exposed to the endoplasmic reticulum (ER) stress inducer, tunicamycin. By analyzing three major UPR pathways, we found that ATF6 signaling was most affected in an AAVR-dependent fashion, distinct to CHOP and XBP1 branches. AAVR capacity in UPR regulation required the full native AAVR protein, and AAV2 capsid binding to the receptor altered ATF6 dynamics. Conversely, the transduction efficiency of AAV2 was associated with changes in ATF6 signaling in host cells following treatment with different small molecules. Thus, AAVR served as an inhibitory molecule to repress UPR responses via a specificity for ATF6 signaling, and the AAV2 infection route involved the release from AAVR-mediated ATF6 repression, thereby facilitating viral intracellular trafficking and transduction. Importance The native function of the AAVR as an ER-Golgi localized protein is largely unknown. We showed that AAVR acted as a functional molecule to regulate UPR signaling under induced ER stress. AAVR inhibited the activation of the transcription factor, ATF6, whereas receptor binding to AAV2 released the suppression effects. This finding has expanded our understanding of AAV infection biology in terms of the physiological properties of AAVR in host cells. Importantly, our research provides a possible strategy which may improve the efficiency of AAV mediated gene delivery during gene therapy.
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40
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Structurally Mapping Antigenic Epitopes of Adeno-Associated Virus 9: Development of Antibody Escape Variants. J Virol 2021; 96:e0125121. [PMID: 34757842 DOI: 10.1128/jvi.01251-21] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Adeno-associated viruses (AAV) serve as vectors for therapeutic gene delivery. AAV9 vectors have been FDA approved, as Zolgensma®, for the treatment of spinal muscular atrophy and is being evaluated in clinical trials for the treatment of neurotropic and musculotropic diseases. A major hurdle for AAV-mediated gene delivery is the presence of pre-existing neutralizing antibodies in 40 to 80% of the general population. These pre-existing antibodies can reduce therapeutic efficacy through viral neutralization, and the size of the patient cohort eligible for treatment. In this study, cryo-electron microscopy and image reconstruction was used to define the epitopes of five anti-AAV9 monoclonal antibodies (MAbs); ADK9, HL2368, HL2370, HL2372, and HL2374, on the capsid surface. Three of these, ADK9, HL2370, and HL2374, bound on or near the icosahedral 3-fold axes, HL2368 to the 2/5-fold wall, and HL2372 to the region surrounding the 5-fold axes. Pseudo-atomic modeling enabled the mapping and identification of antibody contact amino acids on the capsid, including S454 and P659. These epitopes overlap with previously defined parvovirus antigenic sites. Capsid amino acids critical for the interactions were confirmed by mutagenesis followed by biochemical assays testing recombinant AAV9 (rAAV9) variants capable of escaping recognition and neutralization by the parental MAbs. These variants retained parental tropism and had similar or improved transduction efficiency compared to AAV9. These engineered rAAV9 variants could expand the patient cohort eligible for AAV9-mediated gene delivery by avoiding pre-existing circulating neutralizing antibodies. IMPORTANCE The use of recombinant AAVs (rAAVs) as delivery vectors for therapeutic genes is becoming increasingly popular, especially following the FDA approval of Luxturna® and Zolgensma®, based on serotypes AAV2 and AAV9, respectively. However, high titer anti-AAV neutralizing antibodies in the general population, exempts patients from treatment. The goal of this study is to circumvent this issue by creating AAV variant vectors not recognized by pre-existing neutralizing antibodies. The mapping of the antigenic epitopes of five different monoclonal antibodies (MAbs) on AAV9, to recapitulate a polyclonal response, enabled the rational design of escape variants with minimal disruption to cell tropism and gene expression. This study, which included four newly developed and now commercially available MAbs, provides a platform for the engineering of rAAV9 vectors that can be used to deliver genes to patients with pre-exiting AAV antibodies.
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Abstract
We introduce Viral Phrenology, a new scheme for understanding the genomic composition of spherical viruses based on the locations of their structural protrusions. We used icosahedral point arrays to classify 135 distinct viral capsids collected from over 600 capsids available in the VIPERdb. Using gauge points of point arrays, we found 149 unique structural protrusions. We then show how to use the locations of these protrusions to determine the genetic composition of the virus. We then show that ssDNA, dsDNA, dsRNA and ssRNA viruses use different arrangements for distributing their protrusions. We also found that Triangulation number is also partially dependent on the structural protrusions. This analysis begins to tie together Baltimore Classification and Triangulation number using point arrays.
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Cakir M, Obernier K, Forget A, Krogan NJ. Target Discovery for Host-Directed Antiviral Therapies: Application of Proteomics Approaches. mSystems 2021; 6:e0038821. [PMID: 34519533 PMCID: PMC8547474 DOI: 10.1128/msystems.00388-21] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Current epidemics, such as AIDS or flu, and the emergence of new threatening pathogens, such as the one causing the current coronavirus disease 2019 (COVID-19) pandemic, represent major global health challenges. While vaccination is an important part of the arsenal to counter the spread of viral diseases, it presents limitations and needs to be complemented by efficient therapeutic solutions. Intricate knowledge of host-pathogen interactions is a powerful tool to identify host-dependent vulnerabilities that can be exploited to dampen viral replication. Such host-directed antiviral therapies are promising and are less prone to the development of drug-resistant viral strains. Here, we first describe proteomics-based strategies that allow the rapid characterization of host-pathogen interactions. We then discuss how such data can be exploited to help prioritize compounds with potential host-directed antiviral activity that can be tested in preclinical models.
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Affiliation(s)
- Merve Cakir
- Quantitative Biosciences Institute (QBI), University of California, San Francisco, California, USA
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, California, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, California, USA
- Gladstone Institute of Data Science and Biotechnology, J. David Gladstone Institutes, San Francisco, California, USA
| | - Kirsten Obernier
- Quantitative Biosciences Institute (QBI), University of California, San Francisco, California, USA
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, California, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, California, USA
- Gladstone Institute of Data Science and Biotechnology, J. David Gladstone Institutes, San Francisco, California, USA
| | - Antoine Forget
- Quantitative Biosciences Institute (QBI), University of California, San Francisco, California, USA
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, California, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, California, USA
- Gladstone Institute of Data Science and Biotechnology, J. David Gladstone Institutes, San Francisco, California, USA
| | - Nevan J. Krogan
- Quantitative Biosciences Institute (QBI), University of California, San Francisco, California, USA
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, California, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, California, USA
- Gladstone Institute of Data Science and Biotechnology, J. David Gladstone Institutes, San Francisco, California, USA
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43
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Large EE, Silveria MA, Zane GM, Weerakoon O, Chapman MS. Adeno-Associated Virus (AAV) Gene Delivery: Dissecting Molecular Interactions upon Cell Entry. Viruses 2021; 13:1336. [PMID: 34372542 PMCID: PMC8310307 DOI: 10.3390/v13071336] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 07/08/2021] [Accepted: 07/08/2021] [Indexed: 12/13/2022] Open
Abstract
Human gene therapy has advanced from twentieth-century conception to twenty-first-century reality. The recombinant Adeno-Associated Virus (rAAV) is a major gene therapy vector. Research continues to improve rAAV safety and efficacy using a variety of AAV capsid modification strategies. Significant factors influencing rAAV transduction efficiency include neutralizing antibodies, attachment factor interactions and receptor binding. Advances in understanding the molecular interactions during rAAV cell entry combined with improved capsid modulation strategies will help guide the design and engineering of safer and more efficient rAAV gene therapy vectors.
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Affiliation(s)
| | | | | | | | - Michael S. Chapman
- Department of Biochemistry, University of Missouri, Columbia, MO 65201, USA; (E.E.L.); (M.A.S.); (G.M.Z.); (O.W.)
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44
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Abstract
Adeno-associated viruses utilize different glycans and the AAV receptor (AAVR) for cellular attachment and entry. Directed evolution has yielded new AAV variants; however, structure-function correlates underlying their improved transduction are generally overlooked. Here, we report that infectious cycling of structurally diverse AAV surface loop libraries yields functionally distinct variants. Newly evolved variants show enhanced cellular binding, uptake, and transduction, but through distinct mechanisms. Using glycan-based and genome-wide CRISPR knockout screens, we discover that one AAV variant acquires the ability to recognize sulfated glycosaminoglycans, while another displays receptor switching from AAVR to integrin β1 (ITGB1). A previously evolved variant, AAVhum.8, preferentially utilizes the ITGB1 receptor over AAVR. Visualization of the AAVhum.8 capsid by cryoelectron microscopy at 2.49-Å resolution localizes the newly acquired integrin recognition motif adjacent to the AAVR footprint. These observations underscore the new finding that distinct AAV surface epitopes can be evolved to exploit different cellular receptors for enhanced transduction. IMPORTANCE Understanding how viruses interact with host cells through cell surface receptors is central to discovery and development of antiviral therapeutics, vaccines, and gene transfer vectors. Here, we demonstrate that distinct epitopes on the surface of adeno-associated viruses can be evolved by infectious cycling to recognize different cell surface carbohydrates and glycoprotein receptors and solve the three-dimensional structure of one such newly evolved AAV capsid, which provides a roadmap for designing viruses with improved attributes for gene therapy applications.
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45
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Croze RH, Kotterman M, Burns CH, Schmitt CE, Quezada M, Schaffer D, Kirn D, Francis P. Viral Vector Technologies and Strategies: Improving on Nature. Int Ophthalmol Clin 2021; 61:59-89. [PMID: 34196318 PMCID: PMC8253506 DOI: 10.1097/iio.0000000000000361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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46
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Dudek AM, Porteus MH. Answered and Unanswered Questions in Early-Stage Viral Vector Transduction Biology and Innate Primary Cell Toxicity for Ex-Vivo Gene Editing. Front Immunol 2021; 12:660302. [PMID: 34122418 PMCID: PMC8195279 DOI: 10.3389/fimmu.2021.660302] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 05/04/2021] [Indexed: 01/07/2023] Open
Abstract
Adeno-associated virus is a highly efficient DNA delivery vehicle for genome editing strategies that employ CRISPR/Cas9 and a DNA donor for homology-directed repair. Many groups have used this strategy in development of therapies for blood and immune disorders such as sickle-cell anemia and severe-combined immunodeficiency. However, recent events have called into question the immunogenicity of AAV as a gene therapy vector and the safety profile dictated by the immune response to this vector. The target cells dictating this response and the molecular mechanisms dictating cellular response to AAV are poorly understood. Here, we will investigate the current known AAV capsid and genome interactions with cellular proteins during early stage vector transduction and how these interactions may influence innate cellular responses. We will discuss the current understanding of innate immune activation and DNA damage response to AAV, and the limitations of what is currently known. In particular, we will focus on pathway differences in cell line verses primary cells, with a focus on hematopoietic stem and progenitor cells (HSPCs) in the context of ex-vivo gene editing, and what we can learn from HSPC infection by other parvoviruses. Finally, we will discuss how innate immune and DNA damage response pathway activation in these highly sensitive stem cell populations may impact long-term engraftment and clinical outcomes as these gene-editing strategies move towards the clinic, with the aim to propose pathways relevant for improved hematopoietic stem cell survival and long-term engraftment after AAV-mediated genome editing.
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Affiliation(s)
- Amanda Mary Dudek
- Department of Pediatrics, Stanford University, Stanford, CA, United States.,Department of Pediatrics, School of Medicine, Stanford University, Palo Alto, CA, United States
| | - Matthew Hebden Porteus
- Department of Pediatrics, Stanford University, Stanford, CA, United States.,Department of Pediatrics, School of Medicine, Stanford University, Palo Alto, CA, United States
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47
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Cabanes-Creus M, Navarro RG, Liao SHY, Baltazar G, Drouyer M, Zhu E, Scott S, Luong C, Wilson LOW, Alexander IE, Lisowski L. Single amino acid insertion allows functional transduction of murine hepatocytes with human liver tropic AAV capsids. MOLECULAR THERAPY-METHODS & CLINICAL DEVELOPMENT 2021; 21:607-620. [PMID: 34095344 PMCID: PMC8142051 DOI: 10.1016/j.omtm.2021.04.010] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 04/21/2021] [Indexed: 12/19/2022]
Abstract
Recent successes in clinical gene therapy applications have intensified the interest in using adeno-associated viruses (AAVs) as vectors for gene delivery into human liver. An inherent intriguing characteristic of AAVs is that vector variants vary substantially in their ability to transduce hepatocytes from different species. This has historically limited the value of preclinical studies using rodent models for predicting the efficiency of AAV vectors in liver-targeted gene therapy clinical studies. In this work, we aimed to investigate the key determinants of the observed differential interspecies transduction abilities among AAV variants. We took advantage of domain swapping strategies between AAV-KP1, a newly identified variant with enhanced murine liver tropism, and AAV3b, which functions poorly in mice. The systematic in vivo comparison of AAV3b/AAV-KP1 chimeric variants allowed us to identify a threonine insertion at position 265 within variable region I (VR-I) as the key residue that confers murine hepatic transduction to human-derived clade B (AAV2-like) and clade C (AAV3b-like) variants. We propose to use this insertion to generate phylogenetically related AAV surrogates in support of toxicology and dosing studies in the murine liver model.
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Affiliation(s)
- Marti Cabanes-Creus
- Translational Vectorology Research Unit, Children's Medical Research Institute, The University of Sydney, Westmead, NSW 2145, Australia
| | - Renina Gale Navarro
- Translational Vectorology Research Unit, Children's Medical Research Institute, The University of Sydney, Westmead, NSW 2145, Australia
| | - Sophia H Y Liao
- Translational Vectorology Research Unit, Children's Medical Research Institute, The University of Sydney, Westmead, NSW 2145, Australia
| | - Grober Baltazar
- Translational Vectorology Research Unit, Children's Medical Research Institute, The University of Sydney, Westmead, NSW 2145, Australia
| | - Matthieu Drouyer
- Translational Vectorology Research Unit, Children's Medical Research Institute, 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, The University of Sydney, Westmead, NSW 2145, Australia
| | - Suzanne Scott
- Gene Therapy Research Unit, Children's Medical Research Institute and The Children's Hospital at Westmead, The University of Sydney, Westmead, NSW 2145, Australia.,Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Sydney, NSW 2113, Australia
| | - Clement Luong
- Translational Vectorology Research Unit, Children's Medical Research Institute, The University of Sydney, Westmead, NSW 2145, Australia
| | - Laurence O W Wilson
- Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Sydney, NSW 2113, Australia
| | - Ian E Alexander
- Gene Therapy Research Unit, Children's Medical Research Institute and The Children's Hospital at Westmead, The University of Sydney, Westmead, NSW 2145, Australia.,Discipline of Child and Adolescent Health, Sydney Medical School, Faculty of Medicine and Health, The University of Sydney, Westmead, NSW 2145, Australia
| | - Leszek Lisowski
- Translational Vectorology Research Unit, Children's Medical Research Institute, The University of Sydney, Westmead, NSW 2145, Australia.,Vector and Genome Engineering Facility, Children's Medical Research Institute, The University of Sydney, Westmead, NSW 2145, Australia.,Military Institute of Medicine, Laboratory of Molecular Oncology and Innovative Therapies, 04-141 Warsaw, Poland
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48
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Chen W, Yao S, Wan J, Tian Y, Huang L, Wang S, Akter F, Wu Y, Yao Y, Zhang X. BBB-crossing adeno-associated virus vector: An excellent gene delivery tool for CNS disease treatment. J Control Release 2021; 333:129-138. [PMID: 33775685 DOI: 10.1016/j.jconrel.2021.03.029] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2020] [Revised: 03/23/2021] [Accepted: 03/23/2021] [Indexed: 12/12/2022]
Abstract
The presence of the blood-brain barrier (BBB) remains a challenge in the treatment of central nervous system (CNS) diseases, as it hinders the infiltration of many therapeutic drugs into the brain parenchyma. Therefore, developing efficacious pharmacological agents that can traverse the BBB is crucial for optimal treatment of diseases of the CNS such as neurodegenerative conditions and brain tumors. Adeno-associated virus (AAV), one of the most promising gene therapy vectors, has been shown to cross the BBB safely and is non-pathogenic in nature and therefore has been utilized for numerous diseases of the CNS. Along with the development of protein engineering techniques such as directed evolution including DNA shuffling, a great number of BBB-crossing AAVs have been developed, that could be systemically injected for therapeutic benefit. In this review, we discuss several feasible approaches to improve transportation of therapeutic agents to the CNS. We also discuss the advantages of using BBB-crossing AAVs, their role as a gene delivery agent and highlight the different types of BBB-AAV vectors that have been developed in order to provide a greater insight into how they can be used in diseases of the CNS.
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Affiliation(s)
- Wenli Chen
- Center for Pituitary Tumor Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Shun Yao
- Center for Pituitary Tumor Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China; Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Jie Wan
- Department of Immunology, Jiangsu University, Zhenjiang 212013, China; Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.
| | - Yu Tian
- Department of Immunology, Jiangsu University, Zhenjiang 212013, China
| | - Lan Huang
- Department of Immunology, Jiangsu University, Zhenjiang 212013, China
| | - Shanshan Wang
- Department of TCM, Yangzhou Traditional Chinese Medical Hospital, Yangzhou 225600, China
| | - Farhana Akter
- Faculty of Arts and Sciences, Harvard University, Cambridge, MA, USA; Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Yinqiu Wu
- Department of Immunology, Jiangsu University, Zhenjiang 212013, China; School of Medicine, Yangzhou University, Yangzhou 225600, China; Department of Nuclear Medicine, Yangzhou Traditional Chinese Medical Hospital, Yangzhou 225600, China
| | - Yizheng Yao
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.
| | - Xiaochun Zhang
- School of Medicine, Yangzhou University, Yangzhou 225600, China; Department of Oncology, Yangzhou Traditional Chinese Medical Hospital, Yangzhou 225600, China.
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49
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Mihara E, Watanabe S, Bashiruddin NK, Nakamura N, Matoba K, Sano Y, Maini R, Yin Y, Sakai K, Arimori T, Matsumoto K, Suga H, Takagi J. Lasso-grafting of macrocyclic peptide pharmacophores yields multi-functional proteins. Nat Commun 2021; 12:1543. [PMID: 33750839 PMCID: PMC7943567 DOI: 10.1038/s41467-021-21875-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 02/17/2021] [Indexed: 12/27/2022] Open
Abstract
Protein engineering has great potential for devising multifunctional recombinant proteins to serve as next-generation protein therapeutics, but it often requires drastic modifications of the parental protein scaffolds e.g., additional domains at the N/C-terminus or replacement of a domain by another. A discovery platform system, called RaPID (Random non-standard Peptides Integrated Discovery) system, has enabled rapid discovery of small de novo macrocyclic peptides that bind a target protein with high binding specificity and affinity. Capitalizing on the optimized binding properties of the RaPID-derived peptides, here we show that RaPID-derived pharmacophore sequences can be readily implanted into surface-exposed loops on recombinant proteins and maintain both the parental peptide binding function(s) and the host protein function. We refer to this protein engineering method as lasso-grafting and demonstrate that it can endow specific binding capacity toward various receptors into a diverse set of scaffolds that includes IgG, serum albumin, and even capsid proteins of adeno-associated virus, enabling us to rapidly formulate and produce bi-, tri-, and even tetra-specific binder molecules.
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Affiliation(s)
- Emiko Mihara
- Laboratory of Protein Synthesis and Expression, Institute for Protein Research, Osaka University, Osaka, Japan
| | - Satoshi Watanabe
- Laboratory of Protein Synthesis and Expression, Institute for Protein Research, Osaka University, Osaka, Japan
| | - Nasir K Bashiruddin
- Department of Chemistry, Graduate School of Science, The University of Tokyo, Tokyo, Japan
| | - Nozomi Nakamura
- Laboratory of Protein Synthesis and Expression, Institute for Protein Research, Osaka University, Osaka, Japan
| | - Kyoko Matoba
- Laboratory of Protein Synthesis and Expression, Institute for Protein Research, Osaka University, Osaka, Japan
| | - Yumi Sano
- Laboratory of Protein Synthesis and Expression, Institute for Protein Research, Osaka University, Osaka, Japan
| | - Rumit Maini
- Department of Chemistry, Graduate School of Science, The University of Tokyo, Tokyo, Japan
| | - Yizhen Yin
- Department of Chemistry, Graduate School of Science, The University of Tokyo, Tokyo, Japan
| | - Katsuya Sakai
- Division of Tumor Dynamics and Regulation, Cancer Research Institute, Kanazawa University, Kanazawa, Japan
- WPI-Nano Life Science Institute (WPI-NanoLSI), Kanazawa University, Kanazawa, Japan
| | - Takao Arimori
- Laboratory of Protein Synthesis and Expression, Institute for Protein Research, Osaka University, Osaka, Japan
| | - Kunio Matsumoto
- Division of Tumor Dynamics and Regulation, Cancer Research Institute, Kanazawa University, Kanazawa, Japan
- WPI-Nano Life Science Institute (WPI-NanoLSI), Kanazawa University, Kanazawa, Japan
| | - Hiroaki Suga
- Department of Chemistry, Graduate School of Science, The University of Tokyo, Tokyo, Japan.
| | - Junichi Takagi
- Laboratory of Protein Synthesis and Expression, Institute for Protein Research, Osaka University, Osaka, Japan.
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50
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Haas P, Muralidharan M, Krogan NJ, Kaake RM, Hüttenhain R. Proteomic Approaches to Study SARS-CoV-2 Biology and COVID-19 Pathology. J Proteome Res 2021; 20:1133-1152. [PMID: 33464917 PMCID: PMC7839417 DOI: 10.1021/acs.jproteome.0c00764] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Indexed: 12/17/2022]
Abstract
The novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the causative agent of coronavirus disease 2019 (COVID-19), was declared a pandemic infection in March 2020. As of December 2020, two COVID-19 vaccines have been authorized for emergency use by the U.S. Food and Drug Administration, but there are no effective drugs to treat COVID-19, and pandemic mitigation efforts like physical distancing have had acute social and economic consequences. In this perspective, we discuss how the proteomic research community can leverage technologies and expertise to address the pandemic by investigating four key areas of study in SARS-CoV-2 biology. Specifically, we discuss how (1) mass spectrometry-based structural techniques can overcome limitations and complement traditional structural approaches to inform the dynamic structure of SARS-CoV-2 proteins, complexes, and virions; (2) virus-host protein-protein interaction mapping can identify the cellular machinery required for SARS-CoV-2 replication; (3) global protein abundance and post-translational modification profiling can characterize signaling pathways that are rewired during infection; and (4) proteomic technologies can aid in biomarker identification, diagnostics, and drug development in order to monitor COVID-19 pathology and investigate treatment strategies. Systems-level high-throughput capabilities of proteomic technologies can yield important insights into SARS-CoV-2 biology that are urgently needed during the pandemic, and more broadly, can inform coronavirus virology and host biology.
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Affiliation(s)
- Paige Haas
- QBI COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- Quantitative Biosciences Institute (QBI), University of California, San Francisco, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Monita Muralidharan
- QBI COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- Quantitative Biosciences Institute (QBI), University of California, San Francisco, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Nevan J. Krogan
- QBI COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- Quantitative Biosciences Institute (QBI), University of California, San Francisco, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA 94158, USA
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Robyn M. Kaake
- QBI COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- Quantitative Biosciences Institute (QBI), University of California, San Francisco, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Ruth Hüttenhain
- QBI COVID-19 Research Group (QCRG), San Francisco, CA 94158, USA
- Quantitative Biosciences Institute (QBI), University of California, San Francisco, San Francisco, CA 94158, USA
- J. David Gladstone Institutes, San Francisco, CA 94158, USA
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA 94158, USA
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