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Hengelbrock A, Probst F, Baukmann S, Uhl A, Tschorn N, Stitz J, Schmidt A, Strube J. Digital Twin for Continuous Production of Virus-like Particles toward Autonomous Operation. ACS OMEGA 2024; 9:34990-35013. [PMID: 39157157 PMCID: PMC11325504 DOI: 10.1021/acsomega.4c04985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 07/05/2024] [Accepted: 07/12/2024] [Indexed: 08/20/2024]
Abstract
Lentiviral vector and virus-like particle (VLP) manufacturing have been published in fed-batch upstream and batch downstream modes before. Batch downstream and continuous upstream in perfusion mode were reported as well. This study exemplifies development and validation steps for a digital twin combining a physical-chemical-based mechanistic model for all unit operations with a process analytical technology strategy in order to show the efforts and benefits of autonomous operation approaches for manufacturing scale. As the general models are available from various other biologic manufacturing studies, the main step is model calibration for the human embryo kidney cell-based VLPs with experimental quantitative validation within the Quality-by-Design (QbD) approach, including risk assessment to define design and control space. For continuous operation in perfusion mode, the main challenge is the efficient separation of large particle manifolds for VLPs and cells, including cell debris, which is of similar size. Here, innovative tangential flow filtration operations are needed to avoid fast blocking with low mechanical stress pumps. A twofold increase of productivity was achieved using simulation case studies. This increase is similar to improvements previously described for other entities like plasmid DNAs, monoclonal antibodies (mAbs), and single-chain fragments of variability (scFv) fragments. The advantages of applying a digital twin for an advanced process control strategy have proven additional productivity gains of 20% at 99.9% reliability.
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Affiliation(s)
- Alina Hengelbrock
- Institute
for Separation and Process Technology, Clausthal
University of Technology, Clausthal 38678, Zellerfeld, Germany
| | - Finja Probst
- Institute
for Separation and Process Technology, Clausthal
University of Technology, Clausthal 38678, Zellerfeld, Germany
| | - Simon Baukmann
- Institute
for Separation and Process Technology, Clausthal
University of Technology, Clausthal 38678, Zellerfeld, Germany
| | - Alexander Uhl
- Institute
for Separation and Process Technology, Clausthal
University of Technology, Clausthal 38678, Zellerfeld, Germany
| | - Natalie Tschorn
- Faculty
of Applied Natural Sciences, Technische
Hochschule Köln, Leverkusen 51379, Germany
| | - Jörn Stitz
- Faculty
of Applied Natural Sciences, Technische
Hochschule Köln, Leverkusen 51379, Germany
| | - Axel Schmidt
- Institute
for Separation and Process Technology, Clausthal
University of Technology, Clausthal 38678, Zellerfeld, Germany
| | - Jochen Strube
- Institute
for Separation and Process Technology, Clausthal
University of Technology, Clausthal 38678, Zellerfeld, Germany
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Fu Q, Polanco A, Lee YS, Yoon S. Critical challenges and advances in recombinant adeno-associated virus (rAAV) biomanufacturing. Biotechnol Bioeng 2023; 120:2601-2621. [PMID: 37126355 DOI: 10.1002/bit.28412] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 03/27/2023] [Accepted: 04/19/2023] [Indexed: 05/02/2023]
Abstract
Gene therapy is a promising therapeutic approach for genetic and acquired diseases nowadays. Among DNA delivery vectors, recombinant adeno-associated virus (rAAV) is one of the most effective and safest vectors used in commercial drugs and clinical trials. However, the current yield of rAAV biomanufacturing lags behind the necessary dosages for clinical and commercial use, which embodies a concentrated reflection of low productivity of rAAV from host cells, difficult scalability of the rAAV-producing bioprocess, and high levels of impurities materialized during production. Those issues directly impact the price of gene therapy medicine in the market, limiting most patients' access to gene therapy. In this context, the current practices and several critical challenges associated with rAAV gene therapy bioprocesses are reviewed, followed by a discussion of recent advances in rAAV-mediated gene therapy and other therapeutic biological fields that could improve biomanufacturing if these advances are integrated effectively into the current systems. This review aims to provide the current state-of-the-art technology and perspectives to enhance the productivity of rAAV while reducing impurities during production of rAAV.
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Affiliation(s)
- Qiang Fu
- Department of Biomedical Engineering and Biotechnology, The University of Massachusetts Lowell, Lowell, Massachusetts, USA
| | - Ashli Polanco
- Department of Chemical Engineering, The University of Massachusetts Lowell, Lowell, Massachusetts, USA
| | - Yong Suk Lee
- Department of Pharmaceutical Sciences, The University of Massachusetts Lowell, Lowell, Massachusetts, USA
| | - Seongkyu Yoon
- Department of Chemical Engineering, The University of Massachusetts Lowell, Lowell, Massachusetts, USA
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Ghaemmaghamian Z, Zarghami R, Walker G, O'Reilly E, Ziaee A. Stabilizing vaccines via drying: Quality by design considerations. Adv Drug Deliv Rev 2022; 187:114313. [PMID: 35597307 DOI: 10.1016/j.addr.2022.114313] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 02/26/2022] [Accepted: 04/26/2022] [Indexed: 12/12/2022]
Abstract
Pandemics and epidemics are continually challenging human beings' health and imposing major stresses on the societies particularly over the last few decades, when their frequency has increased significantly. Protecting humans from multiple diseases is best achieved through vaccination. However, vaccines thermal instability has always been a hurdle in their widespread application, especially in less developed countries. Furthermore, insufficient vaccine processing capacity is also a major challenge for global vaccination programs. Continuous drying of vaccine formulations is one of the potential solutions to these challenges. This review highlights the challenges on implementing the continuous drying techniques for drying vaccines. The conventional drying methods, emerging technologies and their adaptation by biopharmaceutical industry are investigated considering the patented technologies for drying of vaccines. Moreover, the current progress in applying Quality by Design (QbD) in each of the drying techniques considering the critical quality attributes (CQAs), critical process parameters (CPPs) are comprehensively reviewed. An expert advice is presented on the required actions to be taken within the biopharmaceutical industry to move towards continuous stabilization of vaccines in the realm of QbD.
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Affiliation(s)
- Zahra Ghaemmaghamian
- Pharmaceutical Engineering Research Laboratory, Pharmaceutical Process Centers of Excellence, School of Chemical Engineering, University of Tehran, Tehran, Iran
| | - Reza Zarghami
- Pharmaceutical Engineering Research Laboratory, Pharmaceutical Process Centers of Excellence, School of Chemical Engineering, University of Tehran, Tehran, Iran
| | - Gavin Walker
- SSPC, The SFI Research Centre of Pharmaceuticals, Bernal Institute, Department of Chemical Sciences, University of Limerick, Limerick, Ireland
| | - Emmet O'Reilly
- SSPC, The SFI Research Centre of Pharmaceuticals, Bernal Institute, Department of Chemical Sciences, University of Limerick, Limerick, Ireland
| | - Ahmad Ziaee
- SSPC, The SFI Research Centre of Pharmaceuticals, Bernal Institute, Department of Chemical Sciences, University of Limerick, Limerick, Ireland.
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4
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Yu F, Mao Y, Zhao H, Zhang X, Wang T, Yuan M, Ding S, Wang N, Huang X, Hao H. Enhancement of Continuous Crystallization of Lysozyme through Ultrasound. Org Process Res Dev 2021. [DOI: 10.1021/acs.oprd.1c00292] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Fei Yu
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Yafei Mao
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Hongtu Zhao
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Xiunan Zhang
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Ting Wang
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Mingpu Yuan
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Suping Ding
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Na Wang
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Xin Huang
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Hongxun Hao
- National Engineering Research Center of Industrial Crystallization Technology, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin 300072, China
- School of Chemical Engineering and Technology, Hainan University, Haikou 570208, China
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6
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Recent Advances in Studying Interfacial Adsorption of Bioengineered Monoclonal Antibodies. Molecules 2020; 25:molecules25092047. [PMID: 32353995 PMCID: PMC7249052 DOI: 10.3390/molecules25092047] [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: 02/05/2020] [Revised: 03/13/2020] [Accepted: 04/23/2020] [Indexed: 11/24/2022] Open
Abstract
Monoclonal antibodies (mAbs) are an important class of biotherapeutics; as of 2020, dozens are commercialized medicines, over a hundred are in clinical trials, and many more are in preclinical developmental stages. Therapeutic mAbs are sequence modified from the wild type IgG isoforms to varying extents and can have different intrinsic structural stability. For chronic treatments in particular, high concentration (≥ 100 mg/mL) aqueous formulations are often preferred for at-home administration with a syringe-based device. MAbs, like any globular protein, are amphiphilic and readily adsorb to interfaces, potentially causing structural deformation and even unfolding. Desorption of structurally perturbed mAbs is often hypothesized to promote aggregation, potentially leading to the formation of subvisible particles and visible precipitates. Since mAbs are exposed to numerous interfaces during biomanufacturing, storage and administration, many studies have examined mAb adsorption to different interfaces under various mitigation strategies. This review examines recent published literature focusing on adsorption of bioengineered mAbs under well-defined solution and surface conditions. The focus of this review is on understanding adsorption features driven by distinct antibody domains and on recent advances in establishing model interfaces suitable for high resolution surface measurements. Our summary highlights the need to further understand the relationship between mAb interfacial adsorption and desorption, solution aggregation, and product instability during fill-finish, transport, storage and administration.
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Bettinardi IW, Castan A, Medronho RA, Castilho LR. Hydrocyclones as cell retention device for CHO perfusion processes in single‐use bioreactors. Biotechnol Bioeng 2020; 117:1915-1928. [DOI: 10.1002/bit.27335] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Revised: 02/11/2020] [Accepted: 03/16/2020] [Indexed: 12/20/2022]
Affiliation(s)
- Ioná W. Bettinardi
- COPPE/PEQ, Cell Culture Engineering Laboratory (LECC)Federal University of Rio de Janeiro (UFRJ) Rio de Janeiro RJ Brazil
| | - Andreas Castan
- BioProcess R&DGE Healthcare Bio‐Sciences AB Uppsala Sweden
| | - Ricardo A. Medronho
- Department of Chemical Engineering, School of ChemistryFederal University of Rio de Janeiro (UFRJ) Rio de Janeiro RJ Brazil
| | - Leda R. Castilho
- COPPE/PEQ, Cell Culture Engineering Laboratory (LECC)Federal University of Rio de Janeiro (UFRJ) Rio de Janeiro RJ Brazil
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Tripathi NK, Shrivastava A. Recent Developments in Bioprocessing of Recombinant Proteins: Expression Hosts and Process Development. Front Bioeng Biotechnol 2019; 7:420. [PMID: 31921823 PMCID: PMC6932962 DOI: 10.3389/fbioe.2019.00420] [Citation(s) in RCA: 251] [Impact Index Per Article: 50.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2019] [Accepted: 11/29/2019] [Indexed: 12/22/2022] Open
Abstract
Infectious diseases, along with cancers, are among the main causes of death among humans worldwide. The production of therapeutic proteins for treating diseases at large scale for millions of individuals is one of the essential needs of mankind. Recent progress in the area of recombinant DNA technologies has paved the way to producing recombinant proteins that can be used as therapeutics, vaccines, and diagnostic reagents. Recombinant proteins for these applications are mainly produced using prokaryotic and eukaryotic expression host systems such as mammalian cells, bacteria, yeast, insect cells, and transgenic plants at laboratory scale as well as in large-scale settings. The development of efficient bioprocessing strategies is crucial for industrial production of recombinant proteins of therapeutic and prophylactic importance. Recently, advances have been made in the various areas of bioprocessing and are being utilized to develop effective processes for producing recombinant proteins. These include the use of high-throughput devices for effective bioprocess optimization and of disposable systems, continuous upstream processing, continuous chromatography, integrated continuous bioprocessing, Quality by Design, and process analytical technologies to achieve quality product with higher yield. This review summarizes recent developments in the bioprocessing of recombinant proteins, including in various expression systems, bioprocess development, and the upstream and downstream processing of recombinant proteins.
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Affiliation(s)
- Nagesh K. Tripathi
- Bioprocess Scale Up Facility, Defence Research and Development Establishment, Gwalior, India
| | - Ambuj Shrivastava
- Division of Virology, Defence Research and Development Establishment, Gwalior, India
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9
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A simplified techno‐economic model for the molecular pharming of antibodies. Biotechnol Bioeng 2019; 116:2526-2539. [DOI: 10.1002/bit.27093] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2019] [Revised: 06/04/2019] [Accepted: 06/09/2019] [Indexed: 12/20/2022]
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10
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Löfgren A, Yamanee‐Nolin M, Tallvod S, Fons JG, Andersson N, Nilsson B. Optimization of integrated chromatography sequences for purification of biopharmaceuticals. Biotechnol Prog 2019; 35:e2871. [PMID: 31207182 PMCID: PMC9285797 DOI: 10.1002/btpr.2871] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 05/20/2019] [Accepted: 06/03/2019] [Indexed: 12/30/2022]
Abstract
With continued development of integrated and continuous downstream purification processes, tuning and optimization become increasingly complicated with additional parameters and codependent variables over the sequence. This article offers a novel perspective of nonlinear optimization of integrated sequences with regard to individual column sizes, flow rates, and scheduling. The problem setup itself is a versatile tool to be used in downstream design which is demonstrated in two case studies: a four‐column integrated sequence and a continuously loaded twin‐capture setup with five columns.
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Affiliation(s)
- Anton Löfgren
- Department of Chemical EngineeringLund University Lund Sweden
| | | | - Simon Tallvod
- Department of Chemical EngineeringLund University Lund Sweden
| | - Joaquín G. Fons
- Department of Chemical EngineeringLund University Lund Sweden
| | | | - Bernt Nilsson
- Department of Chemical EngineeringLund University Lund Sweden
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11
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Zhu J, Hatton D. New Mammalian Expression Systems. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2019; 165:9-50. [PMID: 28585079 DOI: 10.1007/10_2016_55] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
There are an increasing number of recombinant antibodies and proteins in preclinical and clinical development for therapeutic applications. Mammalian expression systems are key to enabling the production of these molecules, and Chinese hamster ovary (CHO) cell platforms continue to be central to delivery of the stable cell lines required for large-scale production. Increasing pressure on timelines and efficiency, further innovation of molecular formats and the shift to new production systems are driving developments of these CHO cell line platforms. The availability of genome and transcriptome data coupled with advancing gene editing tools are increasing the ability to design and engineer CHO cell lines to meet these challenges. This chapter aims to give an overview of the developments in CHO expression systems and some of the associated technologies over the past few years.
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Affiliation(s)
- Jie Zhu
- MedImmune, One MedImmune Way, Gaithersburg, MD, 20878, USA
| | - Diane Hatton
- MedImmune, Milstein Building, Granta Park, Cambridge, CB21 6GH, UK.
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12
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Kshirsagar R, Ryll T. Innovation in Cell Banking, Expansion, and Production Culture. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2019; 165:51-74. [PMID: 29637222 DOI: 10.1007/10_2016_56] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Cell culture-based production processes enable the development and commercial supply of recombinant protein products. Such processes consist of the following elements: thaw and initiation of culture, seed expansion, and production culture. A robust cell source storage system in the form of a cell bank is developed and cells are thawed to initiate the cell culture process. Seed culture expansion generates sufficient cell mass to initiate the production culture. The production culture provides an environment where the cells can synthesize the product and is optimized to deliver the highest possible product concentration with acceptable product quality. This chapter describes the significant innovations made in these process elements and the resulting improvements in the overall efficiency, robustness, and safety of the processes and products.
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Affiliation(s)
- Rashmi Kshirsagar
- Technical Development, Biogen, 225 Binney Street, Cambridge, MA, 02142, USA
| | - Thomas Ryll
- Technical Operations, ImmunoGen, Inc., 830 Winter Street, Waltham, MA, 02451, USA.
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Yang O, Qadan M, Ierapetritou M. Economic Analysis of Batch and Continuous Biopharmaceutical Antibody Production: A Review. J Pharm Innov 2019; 14:1-19. [PMID: 30923586 PMCID: PMC6432653 DOI: 10.1007/s12247-018-09370-4] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
PURPOSE There is a growing interest in continuous biopharmaceutical processing due to the advantages of small footprint, increased productivity, consistent product quality, high process flexibility and robustness, facility cost-effectiveness, and reduced capital and operating cost. To support the decision making of biopharmaceutical manufacturing, comparisons between conventional batch and continuous processing are provided. METHODS Various process unit operations in different operating modes are summarized. Software implementation, as well as computational methods used, are analyzed pointing to the advantages and disadvantages that have been highlighted in the literature. Economic analysis methods and their applications in different parts of the processes are also discussed with examples from publications in the last decade. RESULTS The results of the comparison between batch and continuous process operation alternatives are discussed. Possible improvements in process design and analysis are recommended. The methods used here do not reflect Lilly's cost structures or economic evaluation methods. CONCLUSION This paper provides a review of the work that has been published in the literature on computational process design and economic analysis methods on continuous biopharmaceutical antibody production and its comparison with a conventional batch process.
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Affiliation(s)
- Ou Yang
- Department of Chemical and Biochemical Engineering, Rutgers—The State University of New Jersey, 98 Brett Road, Piscataway, New Jersey 08854-8058, United States
| | - Maen Qadan
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN 46285, United States
| | - Marianthi Ierapetritou
- Department of Chemical and Biochemical Engineering, Rutgers—The State University of New Jersey, 98 Brett Road, Piscataway, New Jersey 08854-8058, United States
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Walther J, Lu J, Hollenbach M, Yu M, Hwang C, McLarty J, Brower K. Perfusion Cell Culture Decreases Process and Product Heterogeneity in a Head‐to‐Head Comparison With Fed‐Batch. Biotechnol J 2018; 14:e1700733. [DOI: 10.1002/biot.201700733] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Revised: 05/12/2018] [Indexed: 02/03/2023]
Affiliation(s)
- Jason Walther
- Bioprocess DevelopmentSanofi31 New York AvenueFraminghamMA 01701USA
| | - Jiuyi Lu
- Bioprocess DevelopmentSanofi31 New York AvenueFraminghamMA 01701USA
| | - Myles Hollenbach
- Bioprocess DevelopmentSanofi31 New York AvenueFraminghamMA 01701USA
| | - Marcella Yu
- Bioprocess DevelopmentSanofi31 New York AvenueFraminghamMA 01701USA
| | - Chris Hwang
- Bioprocess DevelopmentSanofi31 New York AvenueFraminghamMA 01701USA
| | - Jean McLarty
- Bioprocess DevelopmentSanofi31 New York AvenueFraminghamMA 01701USA
| | - Kevin Brower
- Bioprocess DevelopmentSanofi31 New York AvenueFraminghamMA 01701USA
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Kwon T, Prentice H, Oliveira JD, Madziva N, Warkiani ME, Hamel JFP, Han J. Microfluidic Cell Retention Device for Perfusion of Mammalian Suspension Culture. Sci Rep 2017; 7:6703. [PMID: 28751635 PMCID: PMC5532224 DOI: 10.1038/s41598-017-06949-8] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2017] [Accepted: 06/19/2017] [Indexed: 12/16/2022] Open
Abstract
Continuous production of biologics, a growing trend in the biopharmaceutical industry, requires a reliable and efficient cell retention device that also maintains cell viability. Current filtration methods, such as tangential flow filtration using hollow-fiber membranes, suffer from membrane fouling, leading to significant reliability and productivity issues such as low cell viability, product retention, and an increased contamination risk associated with filter replacement. We introduce a novel cell retention device based on inertial sorting for perfusion culture of suspended mammalian cells. The device was characterized in terms of cell retention capacity, biocompatibility, scalability, and long-term reliability. This technology was demonstrated using a high concentration (>20 million cells/mL) perfusion culture of an IgG1-producing Chinese hamster ovary (CHO) cell line for 18-25 days. The device demonstrated reliable and clog-free cell retention, high IgG1 recovery (>99%) and cell viability (>97%). Lab-scale perfusion cultures (350 mL) were used to demonstrate the technology, which can be scaled-out with parallel devices to enable larger scale operation. The new cell retention device is thus ideal for rapid perfusion process development in a biomanufacturing workflow.
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Affiliation(s)
- Taehong Kwon
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA
| | | | - Jonas De Oliveira
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Nyasha Madziva
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Majid Ebrahimi Warkiani
- School of Mechanical and Manufacturing Engineering, University of New South Wales, Sydney, Australia
| | - Jean-François P Hamel
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.
| | - Jongyoon Han
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA.
- BioSystems and Micromechanics (BioSyM) IRG, Singapore-MIT Alliance for Research and Technology (SMART) Centre, Singapore, Singapore.
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.
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