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Destro F, Wu W, Srinivasan P, Joseph J, Bal V, Neufeld C, Wolfrum JM, Manalis SR, Sinskey AJ, Springs SL, Barone PW, Braatz RD. The state of technological advancement to address challenges in the manufacture of rAAV gene therapies. Biotechnol Adv 2024; 76:108433. [PMID: 39168354 DOI: 10.1016/j.biotechadv.2024.108433] [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: 03/13/2024] [Revised: 07/04/2024] [Accepted: 08/17/2024] [Indexed: 08/23/2024]
Abstract
Current processes for the production of recombinant adeno-associated virus (rAAV) are inadequate to meet the surging demand for rAAV-based gene therapies. This article reviews recent advances that hold the potential to address current limitations in rAAV manufacturing. A multidisciplinary perspective on technological progress in rAAV production is presented, underscoring the necessity to move beyond incremental refinements and adopt a holistic strategy to address existing challenges. Since several recent reviews have thoroughly covered advancements in upstream technology, this article provides only a concise overview of these developments before moving to pivotal areas of rAAV manufacturing not well covered in other reviews, including analytical technologies for rapid and high-throughput measurement of rAAV quality attributes, mathematical modeling for platform and process optimization, and downstream approaches to maximize efficiency and rAAV yield. Novel technologies that have the potential to address the current gaps in rAAV manufacturing are highlighted. Implementation challenges and future research directions are critically discussed.
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Affiliation(s)
- Francesco Destro
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Weida Wu
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA; Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Prasanna Srinivasan
- Center for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - John Joseph
- Center for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Vivekananda Bal
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Caleb Neufeld
- Center for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Jacqueline M Wolfrum
- Center for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Scott R Manalis
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA; Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA; Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Anthony J Sinskey
- Center for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, MA, USA; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Stacy L Springs
- Center for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, MA, USA.
| | - Paul W Barone
- Center for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, MA, USA.
| | - Richard D Braatz
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA; Center for Biomedical Innovation, Massachusetts Institute of Technology, Cambridge, MA, USA.
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Monfrini E, Baso G, Ronchi D, Meneri M, Gagliardi D, Quetti L, Verde F, Ticozzi N, Ratti A, Di Fonzo A, Comi GP, Ottoboni L, Corti S. Unleashing the potential of mRNA therapeutics for inherited neurological diseases. Brain 2024; 147:2934-2945. [PMID: 38662782 DOI: 10.1093/brain/awae135] [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: 10/15/2023] [Revised: 03/10/2024] [Accepted: 03/21/2024] [Indexed: 09/04/2024] Open
Abstract
Neurological monogenic loss-of-function diseases are hereditary disorders resulting from gene mutations that decrease or abolish the normal function of the encoded protein. These conditions pose significant therapeutic challenges, which may be resolved through the development of innovative therapeutic strategies. RNA-based technologies, such as mRNA replacement therapy, have emerged as promising and increasingly viable treatments. Notably, mRNA therapy exhibits significant potential as a mutation-agnostic approach that can address virtually any monogenic loss-of-function disease. Therapeutic mRNA carries the information for a healthy copy of the defective protein, bypassing the problem of targeting specific genetic variants. Moreover, unlike conventional gene therapy, mRNA-based drugs are delivered through a simplified process that requires only transfer to the cytoplasm, thereby reducing the mutagenic risks related to DNA integration. Additionally, mRNA therapy exerts a transient effect on target cells, minimizing the risk of long-term unintended consequences. The remarkable success of mRNA technology for developing coronavirus disease 2019 vaccines has rekindled interest in mRNA as a cost-effective method for delivering therapeutic proteins. However, further optimization is required to enhance mRNA delivery, particularly to the CNS, while minimizing adverse drug reactions and toxicity. In this comprehensive review, we delve into past, present and ongoing applications of mRNA therapy for neurological monogenic loss-of-function diseases. We also discuss the promises and potential challenges presented by mRNA therapeutics in this rapidly advancing field. Ultimately, we underscore the full potential of mRNA therapy as a game-changing therapeutic approach for neurological disorders.
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Affiliation(s)
- Edoardo Monfrini
- Neurology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan 20122, Italy
- Department of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan 20122, Italy
| | - Giacomo Baso
- Department of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan 20122, Italy
| | - Dario Ronchi
- Neurology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan 20122, Italy
- Department of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan 20122, Italy
| | - Megi Meneri
- Department of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan 20122, Italy
- Stroke Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan 20122, Italy
| | - Delia Gagliardi
- Department of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan 20122, Italy
| | - Lorenzo Quetti
- Neurology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan 20122, Italy
| | - Federico Verde
- Department of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan 20122, Italy
- Department of Neurology, Laboratory of Neuroscience, IRCCS Istituto Auxologico Italiano, Milan 20149, Italy
| | - Nicola Ticozzi
- Department of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan 20122, Italy
- Department of Neurology, Laboratory of Neuroscience, IRCCS Istituto Auxologico Italiano, Milan 20149, Italy
| | - Antonia Ratti
- Department of Neurology, Laboratory of Neuroscience, IRCCS Istituto Auxologico Italiano, Milan 20149, Italy
- Department Medical Biotechnology and Translational Medicine, University of Milan, Milan 20100, Italy
| | - Alessio Di Fonzo
- Neurology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan 20122, Italy
| | - Giacomo P Comi
- Neurology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan 20122, Italy
- Department of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan 20122, Italy
| | - Linda Ottoboni
- Department of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan 20122, Italy
| | - Stefania Corti
- Department of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan 20122, Italy
- Department of Neuroscience, Neuromuscular and Rare Diseases Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan 20122, Italy
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Goraltchouk A, Lourie J, Hollander JM, Grace Rosen H, Fujishiro AA, Luppino F, Zou K, Seregin A. Development and characterization of a first-in-class adjustable-dose gene therapy system. Gene 2024; 919:148500. [PMID: 38663689 DOI: 10.1016/j.gene.2024.148500] [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: 12/27/2023] [Revised: 04/11/2024] [Accepted: 04/22/2024] [Indexed: 05/06/2024]
Abstract
INTRODUCTION Despite significant potential, gene therapy has been relegated to the treatment of rare diseases, due in part to an inability to adjust dosage following initial administration. Other significant constraints include cost, specificity, antigenicity, and systemic toxicity of current generation technologies. To overcome these challenges, we developed a first-in-class adjustable-dose gene therapy system, with optimized biocompatibility, localization, durability, and cost. METHODS A lipid nanoparticle (LNP) delivery system was developed and characterized by dynamic light scattering for size, zeta potential, and polydispersity. Cytocompatibility and transfection efficiency were optimized in vitro using primary human adipocytes and preadipocytes. Durability, immunogenicity, and adjustment of expression were evaluated in C57BL/6 and B6 albino mice using in vivo bioluminescence imaging. Biodistribution was assessed by qPCR and immunohistochemistry; therapeutic protein expression was quantified by ELISA. RESULTS Following LNP optimization, in vitro transfection efficiency of primary human adipocytes reached 81.3 % ± 8.3 % without compromising cytocompatibility. Critical physico-chemical properties of the system (size, zeta potential, polydispersity) remained stable over a broad range of genetic cassette sizes (1,871-6,203 bp). Durable expression was observed in vivo over 6 months, localizing to subcutaneous adipose tissues at the injection site with no detectable transgene in the liver, heart, spleen, or kidney. Gene expression was adjustable using several physical and pharmacological approaches, including cryolipolysis, focused ultrasound, and pharmacologically inducible apoptosis. The ability of transfected adipocytes to express therapeutic transgenes ranging from peptides to antibodies, at potentially clinically relevant levels, was confirmed in vitro and in vivo. CONCLUSION We report the development of a novel, low-cost therapeutic platform, designed to enable the replacement of subcutaneously administered protein treatments with a single-injection, adjustable-dose gene therapy.
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Affiliation(s)
- Alex Goraltchouk
- Remedium Bio, Inc. 1116 Great Plain Ave, Suite 203, Needham, MA 02492, United States of America
| | - Jared Lourie
- Department of Exercise and Health Sciences, University of Massachusetts Boston, 100 Morrissey Blvd, Boston, MA 02125, United States of America
| | - Judith M Hollander
- Remedium Bio, Inc. 1116 Great Plain Ave, Suite 203, Needham, MA 02492, United States of America
| | - H Grace Rosen
- Department of Biology, University of Massachusetts Boston, 100 Morrissey Blvd, Boston, MA 02125, United States of America
| | - Atsutaro A Fujishiro
- Department of Exercise and Health Sciences, University of Massachusetts Boston, 100 Morrissey Blvd, Boston, MA 02125, United States of America
| | - Francesco Luppino
- Remedium Bio, Inc. 1116 Great Plain Ave, Suite 203, Needham, MA 02492, United States of America
| | - Kai Zou
- Department of Exercise and Health Sciences, University of Massachusetts Boston, 100 Morrissey Blvd, Boston, MA 02125, United States of America
| | - Alexey Seregin
- Remedium Bio, Inc. 1116 Great Plain Ave, Suite 203, Needham, MA 02492, United States of America.
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Leyden MC, Oviedo F, Saxena S, Kumar R, Le N, Reineke TM. Synergistic Polymer Blending Informs Efficient Terpolymer Design and Machine Learning Discerns Performance Trends for pDNA Delivery. Bioconjug Chem 2024; 35:897-911. [PMID: 38924453 DOI: 10.1021/acs.bioconjchem.4c00028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/28/2024]
Abstract
Cationic polymers offer an alternative to viral vectors in nucleic acid delivery. However, the development of polymer vehicles capable of high transfection efficiency and minimal toxicity has remained elusive, and continued exploration of the vast design space is required. Traditional single polymer syntheses with large monomer bases are very time-intensive, limiting the speed at which new formulations are identified. In this work, we present an experimental method for the quick probing of the design space, utilizing a combinatorial set of 90 polymer blends, derived from 6 statistical copolymers, to deliver pDNA. This workflow facilitated rapid screening of polyplex compositions, successfully tailoring polyplex hydrophobicity, particle size, and payload binding affinity. This workflow identified blended polyplexes with high levels of transfection efficiency and cell viability relative to single copolymer controls and commercial JetPEI, indicating synergistic benefits from copolymer blending. Polyplex composition was coupled with biological outputs to guide the synthesis of single terpolymer vehicles, with high-performing polymers P10 and M20, providing superior transfection of HEK293T cells in serum-free and serum-containing media, respectively. Machine learning coupled with SHapley Additive exPlanations (SHAP) was used to identify polymer/polyplex attributes that most impact transfection efficiency, viability, and overall effective efficiency. Subsequent transfections on ARPE-19 and HDFn cells found that P10 and M20 were surpassed in performance by M10, contrasting with results in HEK293T cells. This cell type dependency reinforced the need to evaluate transfection conditions with multiple cell models to potentially identify moieties more beneficial to delivery in certain tissues. Overall, the workflow employed can be used to expedite the exploration of the polymer design space, bypassing extensive synthesis, and to develop improved polymer delivery vehicles more readily for nucleic acid therapies.
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Affiliation(s)
- Michael C Leyden
- Department of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Felipe Oviedo
- Nanite Inc., Boston, Massachusetts 02109, United States
| | - Sonashree Saxena
- Department of Chemistry, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Ramya Kumar
- Department of Chemical and Biological Engineering, Colorado School of Mines, Golden, Colorado 80401, United States
| | - Ngoc Le
- Department of Chemistry, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Theresa M Reineke
- Department of Chemistry, University of Minnesota, Minneapolis, Minnesota 55455, United States
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Cau MF, Ferraresso F, Seadler M, Badior K, Zhang Y, Ketelboeter LM, Rodriguez GG, Chen T, Ferraresso M, Wietrzny A, Robertson M, Haugen A, Cullis PR, de Moya M, Dyer M, Kastrup CJ. siRNA-mediated reduction of a circulating protein in swine using lipid nanoparticles. Mol Ther Methods Clin Dev 2024; 32:101258. [PMID: 38779336 PMCID: PMC11109470 DOI: 10.1016/j.omtm.2024.101258] [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: 10/31/2023] [Accepted: 04/22/2024] [Indexed: 05/25/2024]
Abstract
Genetic manipulation of animal models is a fundamental research tool in biology and medicine but is challenging in large animals. In rodents, models can be readily developed by knocking out genes in embryonic stem cells or by knocking down genes through in vivo delivery of nucleic acids. Swine are a preferred animal model for studying the cardiovascular and immune systems, but there are limited strategies for genetic manipulation. Lipid nanoparticles (LNPs) efficiently deliver small interfering RNA (siRNA) to knock down circulating proteins, but swine are sensitive to LNP-induced complement activation-related pseudoallergy (CARPA). We hypothesized that appropriately administering optimized siRNA-LNPs could knock down circulating levels of plasminogen, a blood protein synthesized in the liver. siRNA-LNPs against plasminogen (siPLG) reduced plasma plasminogen protein and hepatic plasminogen mRNA levels to below 5% of baseline values. Functional assays showed that reducing plasminogen levels modulated systemic blood coagulation. Clinical signs of CARPA were not observed, and occasional mild and transient hepatotoxicity was present in siPLG-treated animals at 5 h post-infusion, which returned to baseline by 7 days. These findings advance siRNA-LNPs in swine models, enabling genetic engineering of blood and hepatic proteins, which can likely expand to proteins in other tissues in the future.
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Affiliation(s)
- Massimo F. Cau
- Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- School of Biomedical Engineering, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Francesca Ferraresso
- Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- Versiti Blood Research Institute, Milwaukee, WI 53226, USA
| | - Monica Seadler
- Versiti Blood Research Institute, Milwaukee, WI 53226, USA
- Department of Surgery, Division of Trauma and Acute Care Surgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | | | - Youjie Zhang
- Versiti Blood Research Institute, Milwaukee, WI 53226, USA
| | | | | | - Taylor Chen
- Versiti Blood Research Institute, Milwaukee, WI 53226, USA
| | | | | | - Madelaine Robertson
- Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Amber Haugen
- Versiti Blood Research Institute, Milwaukee, WI 53226, USA
| | - Pieter R. Cullis
- Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Marc de Moya
- Department of Surgery, Division of Trauma and Acute Care Surgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Mitchell Dyer
- Versiti Blood Research Institute, Milwaukee, WI 53226, USA
- Department of Surgery, Division of Vascular and Endovascular Surgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Christian J. Kastrup
- Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- Versiti Blood Research Institute, Milwaukee, WI 53226, USA
- Department of Surgery, Division of Trauma and Acute Care Surgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA
- Departments of Biochemistry, Biomedical Engineering, and Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
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BenDavid E, Ramezanian S, Lu Y, Rousseau J, Schroeder A, Lavertu M, Tremblay JP. Emerging Perspectives on Prime Editor Delivery to the Brain. Pharmaceuticals (Basel) 2024; 17:763. [PMID: 38931430 PMCID: PMC11206523 DOI: 10.3390/ph17060763] [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: 05/09/2024] [Revised: 06/02/2024] [Accepted: 06/03/2024] [Indexed: 06/28/2024] Open
Abstract
Prime editing shows potential as a precision genome editing technology, as well as the potential to advance the development of next-generation nanomedicine for addressing neurological disorders. However, turning in prime editors (PEs), which are macromolecular complexes composed of CRISPR/Cas9 nickase fused with a reverse transcriptase and a prime editing guide RNA (pegRNA), to the brain remains a considerable challenge due to physiological obstacles, including the blood-brain barrier (BBB). This review article offers an up-to-date overview and perspective on the latest technologies and strategies for the precision delivery of PEs to the brain and passage through blood barriers. Furthermore, it delves into the scientific significance and possible therapeutic applications of prime editing in conditions related to neurological diseases. It is targeted at clinicians and clinical researchers working on advancing precision nanomedicine for neuropathologies.
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Affiliation(s)
- Eli BenDavid
- Laboratory of Biomaterials and Tissue Engineering, Department of Chemical Engineering, Institute of Biomedical Engineering, Polytechnique Montréal, Montréal, QC H3C 3A7, Canada;
- Division of Human Genetics, Centre de Recherche du CHU de Québec—Université Laval, Québec, QC G1V 4G2, Canada
- Laboratory of Molecular Genetics and Gene Therapy, Department of Molecular Medicine, Faculty of Medicine, Laval University, Québec, QC G1V 0A6, Canada
- Laboratory of Nanopharmacology and Pharmaceutical Nanoscience, Faculty of Pharmacy, Laval University, Québec, QC G1V 4G2, Canada
- Rappaport Faculty of Medicine, Technion—Israel Institute of Technology, Haifa 3525433, Israel
| | - Sina Ramezanian
- Division of Human Genetics, Centre de Recherche du CHU de Québec—Université Laval, Québec, QC G1V 4G2, Canada
- Laboratory of Molecular Genetics and Gene Therapy, Department of Molecular Medicine, Faculty of Medicine, Laval University, Québec, QC G1V 0A6, Canada
| | - Yaoyao Lu
- Division of Human Genetics, Centre de Recherche du CHU de Québec—Université Laval, Québec, QC G1V 4G2, Canada
- Laboratory of Molecular Genetics and Gene Therapy, Department of Molecular Medicine, Faculty of Medicine, Laval University, Québec, QC G1V 0A6, Canada
| | - Joël Rousseau
- Division of Human Genetics, Centre de Recherche du CHU de Québec—Université Laval, Québec, QC G1V 4G2, Canada
| | - Avi Schroeder
- Laboratory for Targeted Drug Delivery and Personalized Medicine Technologies, Department of Chemical Engineering, Technion—Israel Institute of Technology, Haifa 3200003, Israel;
| | - Marc Lavertu
- Laboratory of Biomaterials and Tissue Engineering, Department of Chemical Engineering, Institute of Biomedical Engineering, Polytechnique Montréal, Montréal, QC H3C 3A7, Canada;
| | - Jacques P. Tremblay
- Division of Human Genetics, Centre de Recherche du CHU de Québec—Université Laval, Québec, QC G1V 4G2, Canada
- Laboratory of Molecular Genetics and Gene Therapy, Department of Molecular Medicine, Faculty of Medicine, Laval University, Québec, QC G1V 0A6, Canada
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Coplan L, Zhang Z, Ragone N, Reeves J, Rodriguez A, Shevade A, Bak H, Tustian AD. High-yield recombinant adeno-associated viral vector production by multivariate optimization of bioprocess and transfection conditions. Biotechnol Prog 2024; 40:e3445. [PMID: 38450973 DOI: 10.1002/btpr.3445] [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: 10/17/2023] [Revised: 02/09/2024] [Accepted: 02/10/2024] [Indexed: 03/08/2024]
Abstract
Recombinant adeno-associated viral vectors (rAAVs) are one of the most used vehicles for gene therapy, with five rAAV therapeutics commercially approved by the FDA. To improve product yield, we optimized the suspension production process of rAAV8 vectors carrying a proprietary transgene using a commercially available transfection reagent, FectoVIR-AAV. Using a miniaturized automated 250 mL scale bioreactor system, we generated models of vector genome (vg) titer, capsid (cp) titer, and Vg:Cp percentage from two multivariate design of experiment studies, one centered around bioreactor operating parameters, and another based on the transfection conditions. Using the optimized process returned from these models, the vector genome titer from the bioreactor was improved to beyond 1 × 1012 vg/mL. Five critical parameters were identified that had large effects on the pre-purification vector quantity-the transfection pH, production pH, complexation time, viable cell density at transfection, and transfection reagent to DNA ratio. The optimized process was further assessed for its performance extending to six AAV serotypes, namely AAV1, AAV2, AAV5, AAV6, AAV8, and AAV9 carrying a transgene encoding for green fluorescent protein (GFP). Five of the six serotypes returned higher vector genome titers than the control condition. These data suggest that the choice of transfection reagent is a major factor in improving vector yield. The multivariate design of experiment approach is a powerful way to optimize production processes, and the optimized process from one AAV vector can to some extent be generalized to other serotypes and transgenes to accelerate development timelines of new programs.
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Affiliation(s)
- Louis Coplan
- Preclinical Manufacturing and Process Development, Regeneron Pharmaceuticals Inc, Tarrytown, New York, USA
- Department of Chemical & Biomolecular Engineering, University of Maryland, College Park, Maryland, USA
| | - Zhe Zhang
- Preclinical Manufacturing and Process Development, Regeneron Pharmaceuticals Inc, Tarrytown, New York, USA
| | - Nicole Ragone
- Research Operations, Regeneron Pharmaceuticals Inc, Tarrytown, New York, USA
| | - John Reeves
- Preclinical Manufacturing and Process Development, Regeneron Pharmaceuticals Inc, Tarrytown, New York, USA
| | - Audrey Rodriguez
- Preclinical Manufacturing and Process Development, Regeneron Pharmaceuticals Inc, Tarrytown, New York, USA
| | - Aishwarya Shevade
- Preclinical Manufacturing and Process Development, Regeneron Pharmaceuticals Inc, Tarrytown, New York, USA
| | - Hanne Bak
- Preclinical Manufacturing and Process Development, Regeneron Pharmaceuticals Inc, Tarrytown, New York, USA
| | - Andrew D Tustian
- Preclinical Manufacturing and Process Development, Regeneron Pharmaceuticals Inc, Tarrytown, New York, USA
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De Carluccio G, Fusco V, di Bernardo D. Engineering a synthetic gene circuit for high-performance inducible expression in mammalian systems. Nat Commun 2024; 15:3311. [PMID: 38632224 PMCID: PMC11024104 DOI: 10.1038/s41467-024-47592-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 04/02/2024] [Indexed: 04/19/2024] Open
Abstract
Inducible gene expression systems can be used to control the expression of a gene of interest by means of a small-molecule. One of the most common designs involves engineering a small-molecule responsive transcription factor (TF) and its cognate promoter, which often results in a compromise between minimal uninduced background expression (leakiness) and maximal induced expression. Here, we focus on an alternative strategy using quantitative synthetic biology to mitigate leakiness while maintaining high expression, without modifying neither the TF nor the promoter. Through mathematical modelling and experimental validations, we design the CASwitch, a mammalian synthetic gene circuit based on combining two well-known network motifs: the Coherent Feed-Forward Loop (CFFL) and the Mutual Inhibition (MI). The CASwitch combines the CRISPR-Cas endoribonuclease CasRx with the state-of-the-art Tet-On3G inducible gene system to achieve high performances. To demonstrate the potentialities of the CASwitch, we apply it to three different scenarios: enhancing a whole-cell biosensor, controlling expression of a toxic gene and inducible production of Adeno-Associated Virus (AAV) vectors.
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Affiliation(s)
- Giuliano De Carluccio
- Telethon Institute of Genetics and Medicine, Naples, Italy
- University of Naples Federico II, Department of Chemical Materials and Industrial Engineering, Naples, Italy
- Institute for Medical Engineering and Science, MIT, Cambridge, MA, USA
| | - Virginia Fusco
- Telethon Institute of Genetics and Medicine, Naples, Italy
- University of Naples Federico II, Department of Chemical Materials and Industrial Engineering, Naples, Italy
| | - Diego di Bernardo
- Telethon Institute of Genetics and Medicine, Naples, Italy.
- University of Naples Federico II, Department of Chemical Materials and Industrial Engineering, Naples, Italy.
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Ulanova A, Mansfeldt C. EcoGenoRisk: Developing a computational ecological risk assessment tool for synthetic biology. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 346:123647. [PMID: 38402941 DOI: 10.1016/j.envpol.2024.123647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 02/21/2024] [Accepted: 02/22/2024] [Indexed: 02/27/2024]
Abstract
The expanding field of synthetic biology (synbio) supports new opportunities in the design of targeted bioproducts or modified microorganisms. However, this rapid development of synbio products raises concerns surrounding the potential risks of modified microorganisms contaminating unintended environments. These potential invasion risks require new bioinformatic tools to inform the design phase. EcoGenoRisk is a newly constructed computational risk assessment tool for invasiveness that aims to predict where synbio microorganisms may establish a population by screening for habitats of genetically similar microorganisms. The first module of the tool identifies genetically similar microorganisms and potential ecological relationships such as competition, mutualism, and inhibition. In total, 520 archaeal and 32,828 bacterial complete assembly genomes were analyzed to test the specificity and accuracy of the tool as well as to characterize the enzymatic profiles of different taxonomic lineages. Additionally, ecological relationships were analyzed to determine which would result in the greatest potential overlap between shared functional profiles. Notably, competition displayed the significantly highest overlap of shared functions between compared genomes. Overall, EcoGenoRisk is a flexible software pipeline that assists environmental risk assessors to query large databases of known microorganisms and prioritize follow-up bench scale studies.
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Affiliation(s)
- Anna Ulanova
- University of Colorado Boulder, Department of Civil, Environmental, and Architectural Engineering, 1111 Engineering Drive, Boulder, CO, 80309, USA; University of Colorado Boulder, Environmental Engineering Program, 4001 Discovery Drive, Boulder, CO, 80303, USA
| | - Cresten Mansfeldt
- University of Colorado Boulder, Department of Civil, Environmental, and Architectural Engineering, 1111 Engineering Drive, Boulder, CO, 80309, USA; University of Colorado Boulder, Environmental Engineering Program, 4001 Discovery Drive, Boulder, CO, 80303, USA.
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Howe G, Wasmuth M, Emanuelle P, Massaro G, Rahim AA, Ali S, Rivera M, Ward J, Keshavarz-Moore E, Mason C, Nesbeth DN. Engineering an Autonucleolytic Mammalian Suspension Host Cell Line to Reduce DNA Impurity Levels in Serum-Free Lentiviral Process Streams. ACS Synth Biol 2024; 13:466-473. [PMID: 38266181 PMCID: PMC10877604 DOI: 10.1021/acssynbio.3c00682] [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: 11/13/2023] [Revised: 01/17/2024] [Accepted: 01/18/2024] [Indexed: 01/26/2024]
Abstract
We engineered HEK293T cells with a transgene encoding tetracycline-inducible expression of a Staphylococcus aureus nuclease incorporating a translocation signal. We adapted the unmodified and nuclease-engineered cell lines to grow in suspension in serum-free media, generating the HEK293TS and NuPro-2S cell lines, respectively. Transient transfection yielded 1.19 × 106 lentiviral transducing units per milliliter (TU/mL) from NuPro-2S cells and 1.45 × 106 TU/mL from HEK293TS cells. DNA ladder disappearance revealed medium-resident nuclease activity arising from NuPro-2S cells in a tetracycline-inducible manner. DNA impurity levels in lentiviral material arising from NuPro-2S and HEK293TS cells were undetectable by SYBR Safe agarose gel staining. Direct measurement by PicoGreen reagent revealed DNA to be present at 636 ng/mL in lentiviral material from HEK293TS cells, an impurity level reduced by 89% to 70 ng/mL in lentiviral material from NuPro-2S cells. This reduction was comparable to the 23 ng/mL achieved by treating HEK293TS-derived lentiviral material with 50 units/mL Benzonase.
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Affiliation(s)
- Geoffrey Howe
- Department
of Biochemical Engineering, University College
London, Bernard Katz
Building, London WC1E 6BT, United Kingdom
| | - Matthew Wasmuth
- Department
of Biochemical Engineering, University College
London, Bernard Katz
Building, London WC1E 6BT, United Kingdom
| | - Pamela Emanuelle
- Department
of Biochemical Engineering, University College
London, Bernard Katz
Building, London WC1E 6BT, United Kingdom
| | - Giulia Massaro
- UCL
School of Pharmacy, University College London, London WC1N 1AX, U.K.
| | - Ahad A. Rahim
- UCL
School of Pharmacy, University College London, London WC1N 1AX, U.K.
| | - Sadfer Ali
- Department
of Biochemical Engineering, University College
London, Bernard Katz
Building, London WC1E 6BT, United Kingdom
| | - Milena Rivera
- Department
of Biochemical Engineering, University College
London, Bernard Katz
Building, London WC1E 6BT, United Kingdom
| | - John Ward
- Department
of Biochemical Engineering, University College
London, Bernard Katz
Building, London WC1E 6BT, United Kingdom
| | - Eli Keshavarz-Moore
- Department
of Biochemical Engineering, University College
London, Bernard Katz
Building, London WC1E 6BT, United Kingdom
| | - Chris Mason
- Department
of Biochemical Engineering, University College
London, Bernard Katz
Building, London WC1E 6BT, United Kingdom
| | - Darren N. Nesbeth
- Department
of Biochemical Engineering, University College
London, Bernard Katz
Building, London WC1E 6BT, United Kingdom
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11
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Strauss KA, Carson VJ, Bolettieri E, Everett M, Bollinger A, Bowser LE, Beiler K, Young M, Edvardson S, Fraenkel N, D'Amico A, Bertini E, Lingappa L, Chowdhury D, Lowes LP, Iammarino M, Alfano LN, Brigatti KW. WiTNNess: An international natural history study of infantile-onset TNNT1 myopathy. Ann Clin Transl Neurol 2023; 10:1972-1984. [PMID: 37632133 PMCID: PMC10647004 DOI: 10.1002/acn3.51884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 07/10/2023] [Accepted: 08/02/2023] [Indexed: 08/27/2023] Open
Abstract
OBJECTIVE We created WiTNNess as a hybrid prospective/cross-sectional observational study to simulate a clinical trial for infantile-onset TNNT1 myopathy. Our aims were to identify populations for future trial enrollment, rehearse outcome assessments, specify endpoints, and refine trial logistics. METHODS Eligible participants had biallelic pathogenic variants of TNNT1 and infantile-onset proximal weakness without confounding conditions. The primary endpoint was ventilator-free survival. "Thriving" was a secondary endpoint defined as the ability to swallow and grow normally without non-oral feeding support. Endpoints of gross motor function included independent sitting and standing as defined by the Word Health Organization, a novel TNNT1 abbreviated motor score, and video mapping of limb movement. We recorded adverse events, concomitant medications, and indices of organ function to serve as comparators of safety in future trials. RESULTS Sixteen children were enrolled in the aggregate cohort (6 prospective, 10 cross-sectional; median census age 2.3 years, range 0.5-13.8). Median ventilator-free survival was 20.2 months and probability of death or permanent mechanical ventilation was 100% by age 60 months. All six children (100%) in the prospective arm failed to thrive by age 12 months. Only 2 of 16 (13%) children in the aggregate cohort sat independently and none stood alone. Novel exploratory motor assessments also proved informative. Laboratory and imaging data suggest that primary manifestations of TNNT1 deficiency are restricted to skeletal muscle. INTERPRETATION WiTNNess allowed us to streamline and economize the collection of historical control data without compromising scientific rigor, and thereby establish a sound operational framework for future clinical trials.
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Affiliation(s)
- Kevin A. Strauss
- Clinic for Special ChildrenStrasburgPennsylvaniaUSA
- Department of PediatricsPenn Medicine‐Lancaster General HospitalPennsylvaniaLancasterUSA
- Department of PediatricsUMass Chan Medical SchoolWorcesterMassachusettsUSA
- Department of Molecular, Cell & Cancer BiologyUMass Chan Medical SchoolWorcesterMassachusettsUSA
| | - Vincent J. Carson
- Clinic for Special ChildrenStrasburgPennsylvaniaUSA
- Department of PediatricsPenn Medicine‐Lancaster General HospitalPennsylvaniaLancasterUSA
| | | | | | | | | | | | - Millie Young
- Clinic for Special ChildrenStrasburgPennsylvaniaUSA
| | - Simon Edvardson
- ALYN Hospital Pediatric and Adolescent Rehabilitation CenterJerusalemIsrael
| | - Nitay Fraenkel
- ALYN Hospital Pediatric and Adolescent Rehabilitation CenterJerusalemIsrael
| | - Adele D'Amico
- Unit of Muscular and Neurodegenerative Disorders, Department of NeurosciencesIRCCS Bambino Gesù Children's HospitalRomeItaly
| | - Enrico Bertini
- Unit of Muscular and Neurodegenerative Disorders, Department of NeurosciencesIRCCS Bambino Gesù Children's HospitalRomeItaly
| | - Lokesh Lingappa
- Department of Pediatric NeurologyRainbow Children's HospitalHyderabadIndia
| | - Devyani Chowdhury
- Cardiology Care for ChildrenLancasterPennsylvaniaUSA
- Department of CardiologyNemours Children's HealthWilmingtonDelawareUSA
| | - Linda P. Lowes
- Center for Gene TherapyNationwide Children's HospitalColumbusOhioUSA
| | - Megan Iammarino
- Center for Gene TherapyNationwide Children's HospitalColumbusOhioUSA
| | - Lindsay N. Alfano
- Center for Gene TherapyNationwide Children's HospitalColumbusOhioUSA
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Sreedevi PR, Suresh K. Cold atmospheric plasma mediated cell membrane permeation and gene delivery-empirical interventions and pertinence. Adv Colloid Interface Sci 2023; 320:102989. [PMID: 37677997 DOI: 10.1016/j.cis.2023.102989] [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: 06/11/2023] [Revised: 08/25/2023] [Accepted: 08/26/2023] [Indexed: 09/09/2023]
Abstract
Delivery of genetic material to cells is an integral tool to analyze and reveal the genetic interventions in normal cellular processes and differentiation, disease development and for gene therapy. It has profound applications in pharmaceutical, agricultural, environmental and biotechnological sectors. The major methods relied for gene delivery or transfection requires either viral vectors or xenogenic carrier molecules, which renders probabilistic carcinogenic, immunogenic and toxic effects. A newly evolved physical method, Cold atmospheric plasma induced transfection neither needs vector nor carriers. The 4th state of matter 'Plasma' is a quasineutral ionized gas-containing ions, neutral atoms, electrons and reactive radical molecules; and possess electric and magnetic field, along with emanating photons and UV radiations. Plasma produced at atmospheric pressure conditions, and having room temperature is conferred as Low temperature plasma or Cold atmospheric plasma. Selective and controlled application of cold atmospheric plasma on tissues creates temporary, restorable pores on cell membranes that could be diligently manipulated for gene delivery. Research in this regard attained pace since 2016. Cold atmospheric plasma induces transfection by lipid peroxidation, electroporation, and clathrin dependent endocytosis in cell membranes, by virtue of its reactive radicals and electric field. Plasma formed reactive radicals, especially 'OH' penetrates to the cell membrane and cleaves the phosphate head group of membrane lipids, peroxidize and detaches fatty acid tails. This decreases membrane thickness, increases membrane fluidity and permeability. Simultaneously plasma formed ions, electrons and reactive radicals accumulate over cells, generating local electric field and neutralize the negative charge of cell membrane. This induces stress on cell membrane and disrupts its structural integrity, by infringing the dynamic equilibrium between surface tension, spatial repulsion and linear tension between the head groups of phospholipids, generating minute pores. Neutralization of membrane charge promote foreign, external plasmid and gene movement towards cells and its enhanced binding with ligands and receptors on cell membrane, instigating clathrin dependent endocytosis. In vitro and in vivo studies have successfully delivered plasmids, linear DNA, siRNA and miRNA to several established cell lines like, HeLa, PC12, CHL, HUVEC, Jurkat, MCF, SH-SY5Y, HT, B16F10, HaCaT, LP-1, etc., and live C57BL/6 and BALB/c mice, using cold atmospheric plasma. This review delineates the cell surface mechanism of plasma-induced transfection, critically summarizes the research progress in this context, plasma devices used, and the inimitable features of this method. Metabolic activity, cell function, and viability are not adversely affected by this process; moreover, the cell permeating plasma-formed reactive radicals are effectively defended by cellular antioxidant mechanisms like superoxide dismutase, glutathione reductase and cytokines, alleviating its toxicity. A deeper understanding on mechanism of plasma action on cells, its aftermath, and the research status in this field would provide a better insight on future avenues of research.
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Affiliation(s)
- P R Sreedevi
- Cold Plasma Bio-research Laboratory, Department of Physics, Bharathiar University, Coimbatore 641046, Tamil Nadu, India.
| | - K Suresh
- Cold Plasma Bio-research Laboratory, Department of Physics, Bharathiar University, Coimbatore 641046, Tamil Nadu, India.
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