1
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Jin HJ, Qiu ZD, Zhang CY, Peng Y. Integrated mammalian cell culture and growth measurement using headspace analysis: Experimental and modeling results. J Chromatogr A 2025; 1751:465947. [PMID: 40233701 DOI: 10.1016/j.chroma.2025.465947] [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: 02/05/2025] [Revised: 03/22/2025] [Accepted: 04/05/2025] [Indexed: 04/17/2025]
Abstract
Closed-system mammalian cell culture methods have gained prominence due to their potential to minimize contamination risks and support compact experimental designs. However, complete closed-systems often encounter challenges such as pH regulation and oxygen supplementation. This study introduces a novel approach that integrates headspace analysis with mammalian cell culture. The method enables in-situ measurement of CO2 production by cells, providing quantitative understanding of cell growth. Importantly, we developed mathematical models to elucidate the dynamics of pH changes and oxygen depletion, offering predictive insights for optimizing culture conditions for different cell lines. Using HepG2 cells as a model cell line, the present method agreed well with the reference method (i.e., sulforhodamine B assay) on determining the cell growth curve (R2 = 0.98). Furthermore, the method demonstrated good precision, with biological replicates showing relative standard deviations below 7 % across 24-, 36-, and 48-hour culture periods. This integrated approach not only provides solutions for mitigating the limitations of closed-system cell culture but also establishes a framework for high-throughput and efficient applications in biomanufacturing and biomedical research.
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Affiliation(s)
- Hui-Jun Jin
- Hubei Key Laboratory of Regional Development and Environmental Response, Faculty of Resources and Environmental Science, Hubei University, Wuhan 430062, China
| | - Zi-Dong Qiu
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-di Herbs, National Resource Centre for Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, PR China
| | - Chun-Yun Zhang
- Hubei Key Laboratory of Regional Development and Environmental Response, Faculty of Resources and Environmental Science, Hubei University, Wuhan 430062, China.
| | - Yu Peng
- Hubei Key Laboratory of Regional Development and Environmental Response, Faculty of Resources and Environmental Science, Hubei University, Wuhan 430062, China
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2
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Pérez-Medina C, Fisher EA, Fayad ZA, Mulder WJM, Teunissen AJP. Radiolabeling lipoproteins to study and manage disease. Eur J Nucl Med Mol Imaging 2025:10.1007/s00259-025-07281-4. [PMID: 40293448 DOI: 10.1007/s00259-025-07281-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2025] [Accepted: 04/09/2025] [Indexed: 04/30/2025]
Abstract
PURPOSE Lipoproteins are endogenous nanoparticles with essential roles in lipid transport and inflammation. Lipoproteins are also valuable in diagnosing and treating disease. For instance, certain lipoproteins are overexpressed in patients with atherosclerotic cardiovascular disease, and reconstituted lipoproteins have been extensively used for drug delivery. Radiolabeling has proven an especially powerful approach for studying and therapeutically exploiting lipoproteins. This review details how radiochemistry and nuclear imaging can facilitate the study of lipoproteins in health and disease. Among other topics, we discuss approaches for radiolabeling lipoproteins and detail how these have helped advance our understanding of lipoprotein biology and the diagnosis and treatment of diseases, including atherosclerosis, cancer, and hypercholesteremia. METHODS We performed an extensive literature search on all peer-reviewed studies involving radiolabeled lipoproteins and selected representative examples to provide a high-level overview of the most important discoveries and technological advancements. RESULTS More than 200 peer-reviewed papers involved radiolabeled lipoproteins, spanning mechanistic, diagnostic, and therapeutic studies across a wide range of diseases. CONCLUSION Radiolabeling has been critical in advancing our understanding of lipoprotein biology and leveraging these nanomaterials for diagnosing and treating disease.
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Affiliation(s)
| | - Edward A Fisher
- Department of Medicine (Cardiology), New York University Grossman School of Medicine, New York, NY, USA
| | - Zahi A Fayad
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Willem J M Mulder
- Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands.
- Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, the Netherlands.
| | - Abraham J P Teunissen
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Icahn School of Medicine at Mount Sinai, Cardiovascular Research Institute, New York, NY, USA.
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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3
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Zauatbayeva G, Kulatay T, Ingirbay B, Shakhmanova Z, Keyer V, Zaripov M, Zhumabekova M, Shustov AV. Application of Pseudoinfectious Viruses in Transient Gene Expression in Mammalian Cells: Combining Efficient Expression with Regulatory Compliance. Biomolecules 2025; 15:274. [PMID: 40001577 PMCID: PMC11852456 DOI: 10.3390/biom15020274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2024] [Revised: 02/05/2025] [Accepted: 02/06/2025] [Indexed: 02/27/2025] Open
Abstract
Transient gene expression (TGE) is commonly employed for protein production, but its reliance on plasmid transfection makes it challenging to scale up. In this paper, an alternative TGE method is presented, utilizing pseudoinfectious alphavirus as an expression vector. Pseudoinfectious viruses (PIV) and a replicable helper construct were derived from the genome of the Venezuelan equine encephalitis virus. The PIV carries a mutant capsid protein that prevents packaging into infectious particles, while the replicable helper encodes a wild-type capsid protein but lacks other viral structural proteins. Although PIV and the helper cannot independently spread infection, their combination results in increased titers in cell cultures, enabling easier scale-up of producing cultures. The PIV-driven production of a model protein outperforms that of alphavirus replicon vectors or simple plasmid vectors. Another described feature of the expression system is the modification to immobilized metal affinity chromatography (IMAC), allowing purification of His-tagged recombinant proteins from a conditioned medium in the presence of substances that can strip metal from the IMAC columns. The PIV-based expression system allows for the production of milligram quantities of recombinant proteins in static cultures, without the need for complex equipment such as bioreactors, and complies with regulatory requirements due to its distinction from common recombinant viruses.
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Affiliation(s)
- Gulzat Zauatbayeva
- National Center for Biotechnology, 010000 Astana, Kazakhstan; (G.Z.); (T.K.); (B.I.); (Z.S.); (V.K.); (M.Z.)
| | - Tolganay Kulatay
- National Center for Biotechnology, 010000 Astana, Kazakhstan; (G.Z.); (T.K.); (B.I.); (Z.S.); (V.K.); (M.Z.)
| | - Bakytkali Ingirbay
- National Center for Biotechnology, 010000 Astana, Kazakhstan; (G.Z.); (T.K.); (B.I.); (Z.S.); (V.K.); (M.Z.)
| | - Zhanar Shakhmanova
- National Center for Biotechnology, 010000 Astana, Kazakhstan; (G.Z.); (T.K.); (B.I.); (Z.S.); (V.K.); (M.Z.)
| | - Viktoriya Keyer
- National Center for Biotechnology, 010000 Astana, Kazakhstan; (G.Z.); (T.K.); (B.I.); (Z.S.); (V.K.); (M.Z.)
| | - Mikhail Zaripov
- Institute of Theoretical and Experimental Biophysics, 142290 Pushchino, Russia;
| | - Maral Zhumabekova
- National Center for Biotechnology, 010000 Astana, Kazakhstan; (G.Z.); (T.K.); (B.I.); (Z.S.); (V.K.); (M.Z.)
| | - Alexandr V. Shustov
- National Center for Biotechnology, 010000 Astana, Kazakhstan; (G.Z.); (T.K.); (B.I.); (Z.S.); (V.K.); (M.Z.)
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4
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Raab N, Zeh N, Kretz R, Weiß L, Stadermann A, Lindner B, Fischer S, Stoll D, Otte K. Nature as blueprint: Global phenotype engineering of CHO production cells based on a multi-omics comparison with plasma cells. Metab Eng 2024; 83:110-122. [PMID: 38561148 DOI: 10.1016/j.ymben.2024.03.007] [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: 02/03/2023] [Revised: 03/17/2024] [Accepted: 03/29/2024] [Indexed: 04/04/2024]
Abstract
Especially for the production of artificial, difficult to express molecules a further development of the CHO production cell line is required to keep pace with the continuously increasing demands. However, the identification of novel targets for cell line engineering to improve CHO cells is a time and cost intensive process. Since plasma cells are evolutionary optimized for a high antibody expression in mammals, we performed a comprehensive multi-omics comparison between CHO and plasma cells to exploit optimized cellular production traits. Comparing the transcriptome, proteome, miRNome, surfaceome and secretome of both cell lines identified key differences including 392 potential overexpression targets for CHO cell engineering categorized in 15 functional classes like transcription factors, protein processing or secretory pathway. In addition, 3 protein classes including 209 potential knock-down/out targets for CHO engineering were determined likely to affect aggregation or proteolysis. For production phenotype engineering, several of these novel targets were successfully applied to transient and transposase mediated overexpression or knock-down strategies to efficiently improve productivity of CHO cells. Thus, substantial improvement of CHO productivity was achieved by taking nature as a blueprint for cell line engineering.
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Affiliation(s)
- Nadja Raab
- Biberach University of Applied Sciences, Germany.
| | - Nikolas Zeh
- Biberach University of Applied Sciences, Germany; Cell Line Development, Bioprocess Development Biologicals, Boehringer Ingelheim Pharma GmbH & Co.KG, Biberach, Germany
| | - Robin Kretz
- Hochschule Albstadt Sigmaringen, Germany; NMI, Natural and Medical Sciences Institute at the University of Tuebingen, Reutlingen, Germany
| | - Linus Weiß
- Biberach University of Applied Sciences, Germany
| | - Anna Stadermann
- Cell Line Development, Bioprocess Development Biologicals, Boehringer Ingelheim Pharma GmbH & Co.KG, Biberach, Germany
| | - Benjamin Lindner
- Cell Line Development, Bioprocess Development Biologicals, Boehringer Ingelheim Pharma GmbH & Co.KG, Biberach, Germany
| | - Simon Fischer
- Cell Line Development, Bioprocess Development Biologicals, Boehringer Ingelheim Pharma GmbH & Co.KG, Biberach, Germany
| | - Dieter Stoll
- NMI, Natural and Medical Sciences Institute at the University of Tuebingen, Reutlingen, Germany
| | - Kerstin Otte
- Biberach University of Applied Sciences, Germany
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Kumar V, Barwal A, Sharma N, Mir DS, Kumar P, Kumar V. Therapeutic proteins: developments, progress, challenges, and future perspectives. 3 Biotech 2024; 14:112. [PMID: 38510462 PMCID: PMC10948735 DOI: 10.1007/s13205-024-03958-z] [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: 06/03/2023] [Accepted: 02/13/2024] [Indexed: 03/22/2024] Open
Abstract
Proteins are considered magic molecules due to their enormous applications in the health sector. Over the past few decades, therapeutic proteins have emerged as a promising treatment option for various diseases, particularly cancer, cardiovascular disease, diabetes, and others. The formulation of protein-based therapies is a major area of research, however, a few factors still hinder the large-scale production of these therapeutic products, such as stability, heterogenicity, immunogenicity, high cost of production, etc. This review provides comprehensive information on various sources and production of therapeutic proteins. The review also summarizes the challenges currently faced by scientists while developing protein-based therapeutics, along with possible solutions. It can be concluded that these proteins can be used in combination with small molecular drugs to give synergistic benefits in the future.
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Affiliation(s)
- Vimal Kumar
- University Institute of Biotechnology, Chandigarh University, Gharuan, Mohali, Punjab 140413 India
| | - Arti Barwal
- Department of Microbial Biotechnology, Panjab University, South Campus, Sector-25, Chandigarh, 160014 India
| | - Nitin Sharma
- Department of Biotechnology, Chandigarh Group of Colleges, Mohali, Punjab 140307 India
| | - Danish Shafi Mir
- University Institute of Biotechnology, Chandigarh University, Gharuan, Mohali, Punjab 140413 India
| | - Pradeep Kumar
- Faculty of Applied Sciences and Biotechnology, Shoolini University of Biotechnology and Management Sciences, Solan, 173229 India
| | - Vikas Kumar
- University Institute of Biotechnology, Chandigarh University, Gharuan, Mohali, Punjab 140413 India
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6
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Rahman MR, Kawabe Y, Suzuki K, Chen S, Amamoto Y, Kamihira M. Inducible transgene expression in CHO cells using an artificial transcriptional activator with estrogen-binding domain. Biotechnol J 2024; 19:e2300362. [PMID: 38161242 DOI: 10.1002/biot.202300362] [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: 07/26/2023] [Revised: 12/04/2023] [Accepted: 12/21/2023] [Indexed: 01/03/2024]
Abstract
Biopharmaceuticals, including therapeutic antibodies, are rapidly growing products in the pharmaceutical market. Mammalian cells, such as Chinese hamster ovary (CHO) cells, are widely used as production hosts because recombinant antibodies require complex three-dimensional structures modified with sugar chains. Recombinant protein production using mammalian cells is generally performed with cell growth. In this study, we developed a technology that controls cell growth and recombinant protein production to induce recombinant protein production with predetermined timing. Expression of green fluorescent protein (GFP) gene and a single-chain antibody fused with the Fc-region of the human IgG1 (scFv-Fc) gene can be induced and mediated by the estrogen receptor-based artificial transcription factor Gal4-ERT2-VP16 and corresponding inducer drugs. We generated CHO cells using an artificial gene expression system. The addition of various concentrations of inducer drugs to the culture medium allowed control of proliferation and transgene expression of the engineered CHO cells. Use of 4-hydroxytamoxifen, an antagonist of estrogen, as an inducing agent yielded high gene expression at a concentration more than 10-fold lower than that of β-estradiol. When scFv-Fc was produced under inducing conditions, continuous production was possible for more than 2 weeks while maintaining high specific productivity (57 pg cell-1 day-1 ). This artificial gene expression control system that utilizes the estrogen response of estrogen receptors can be an effective method for inducible production of biopharmaceuticals.
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Affiliation(s)
- Md Rashidur Rahman
- Department of Chemical Engineering, Faculty of Engineering, Kyushu University, Fukuoka, Japan
| | - Yoshinori Kawabe
- Department of Chemical Engineering, Faculty of Engineering, Kyushu University, Fukuoka, Japan
| | - Kozumi Suzuki
- Department of Chemical Engineering, Faculty of Engineering, Kyushu University, Fukuoka, Japan
| | - Satoshi Chen
- Department of Chemical Engineering, Faculty of Engineering, Kyushu University, Fukuoka, Japan
| | - Yuki Amamoto
- Department of Chemical Engineering, Faculty of Engineering, Kyushu University, Fukuoka, Japan
| | - Masamichi Kamihira
- Department of Chemical Engineering, Faculty of Engineering, Kyushu University, Fukuoka, Japan
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7
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Wysor SK, Marcus RK. Quantitative Recoveries of Exosomes and Monoclonal Antibodies from Chinese Hamster Ovary Cell Cultures by Use of a Single, Integrated Two-Dimensional Liquid Chromatography Method. Anal Chem 2023; 95:17886-17893. [PMID: 37995145 PMCID: PMC11095952 DOI: 10.1021/acs.analchem.3c04044] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2023]
Abstract
Cultured cell lines are very commonly used for the mass production of therapeutic proteins, such as monoclonal antibodies (mAbs). In particular, Chinese hamster ovary (CHO) cell lines are widely employed due to their high tolerance to variations in experimental conditions and their ability to grow in suspension or serum free media. CHO cell lines are known for their ability to produce high titers of biotherapeutic products such as immunoglobulin G (IgG). An emergent alternative means of treating diseases, such as cancer, is the use of gene therapies, wherein genetic cargo is "packaged" in nanosized vesicular structures, referred to as "vectors". One particularly attractive vector option is extracellular vesicles (EVs), of which exosomes are of greatest interest. While exosomes can be harvested from virtually any human body fluid, bovine milk, or even plants, their production in cell cultures is an attractive commercial approach. In fact, the same CHO cell types employed for mAb production also produce exosomes as a natural byproduct. Here, we describe a single integrated 2D liquid chromatography (2DLC) method for the quantitative recovery of both exosomes and antibodies from a singular sample aliquot. At the heart of the method is the use of polyester capillary-channeled polymer (C-CP) fibers as the first dimension column, wherein exosomes/EVs are captured from the supernatant sample and subsequently determined by multiangle light scattering (MALS), while the mAbs are captured, eluted, and quantified using a protein A-modified C-CP fiber column in the second dimension, all in a 10 min workflow. These efforts demonstrate the versatility of the C-CP fiber phases with the capacity to harvest both forms of therapeutics from a single bioreactor, suggesting an appreciable potential impact in the field of biotherapeutics production.
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Affiliation(s)
- Sarah K Wysor
- Department of Chemistry, Biosystems Research Complex, Clemson University, Clemson, South Carolina 29634-0973, United States
| | - R Kenneth Marcus
- Department of Chemistry, Biosystems Research Complex, Clemson University, Clemson, South Carolina 29634-0973, United States
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8
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Maltais JS, Lord-Dufour S, Morasse A, Stuible M, Loignon M, Durocher Y. Repressing expression of difficult-to-express recombinant proteins during the selection process increases productivity of CHO stable pools. Biotechnol Bioeng 2023; 120:2840-2852. [PMID: 37232536 DOI: 10.1002/bit.28435] [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: 01/11/2023] [Revised: 05/04/2023] [Accepted: 05/09/2023] [Indexed: 05/27/2023]
Abstract
More than half of licensed therapeutic recombinant proteins (r-proteins) are manufactured using constitutively-expressing, stably-transfected Chinese hamster ovary (CHO) clones. While constitutive CHO expression systems have proven their efficacy for the manufacturing of monoclonal antibodies, many next-generation therapeutics such as cytokines and bispecific antibodies as well as biological targets such as ectodomains of transmembrane receptors remain intrinsically challenging to produce. Herein, we exploited a cumate-inducible CHO platform allowing reduced expression of various classes of r-proteins during selection of stable pools. Following stable pool generation, fed-batch productions showed that pools generated without cumate (OFF-pools) were significantly more productive than pools selected in the presence of cumate (ON-pools) for 8 out of the 10 r-proteins tested, including cytokines, G-protein coupled receptors (GPCRs), the HVEM membrane receptor ectodomain, the multifunctional protein High Mobility Group protein B1 (HMGB1), as well as monoclonal and bispecific T-cell engager antibodies. We showed that OFF-pools contain a significantly larger proportion of cells producing high levels of r-proteins and that these cells tend to proliferate faster when expression is turned off, suggesting that r-protein overexpression imposes a metabolic burden on the cells. Cell viability was lower and pool recovery was delayed during selection of ON-pools (mimicking constitutive expression), suggesting that high producers were likely lost or overgrown by faster-growing, low-producing cells. We also observed a correlation between the expression levels of the GPCRs with Binding immunoglobulin Protein, an endoplasmic reticulum (ER) stress marker. Taken together, these data suggest that using an inducible system to minimize r-protein expression during stable CHO pool selection reduces cellular stresses, including ER stress and metabolic burden, leading to pools with greater frequency of high-expressing cells, resulting in improved volumetric productivity.
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Affiliation(s)
- Jean-Sébastien Maltais
- Mammalian Cell Expression, Human Health Therapeutics Research Centre, National Research Council Canada, Montréal, Québec, Canada
| | - Simon Lord-Dufour
- Mammalian Cell Expression, Human Health Therapeutics Research Centre, National Research Council Canada, Montréal, Québec, Canada
| | - Audrey Morasse
- Mammalian Cell Expression, Human Health Therapeutics Research Centre, National Research Council Canada, Montréal, Québec, Canada
| | - Matthew Stuible
- Mammalian Cell Expression, Human Health Therapeutics Research Centre, National Research Council Canada, Montréal, Québec, Canada
| | - Martin Loignon
- Mammalian Cell Expression, Human Health Therapeutics Research Centre, National Research Council Canada, Montréal, Québec, Canada
| | - Yves Durocher
- Mammalian Cell Expression, Human Health Therapeutics Research Centre, National Research Council Canada, Montréal, Québec, Canada
- Department of Biochemistry and Molecular Medicine, Faculty of Medicine, Université de Montréal, Montréal, Québec, Canada
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9
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Völzke JL, Smatty S, Döring S, Ewald S, Oelze M, Fratzke F, Flemig S, Konthur Z, Weller MG. Efficient Purification of Polyhistidine-Tagged Recombinant Proteins Using Functionalized Corundum Particles. BIOTECH 2023; 12:biotech12020031. [PMID: 37218748 DOI: 10.3390/biotech12020031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 04/26/2023] [Accepted: 04/28/2023] [Indexed: 05/24/2023] Open
Abstract
Immobilized metal affinity chromatography (IMAC) is a popular and valuable method for the affinity purification of polyhistidine-tagged recombinant proteins. However, it often shows practical limitations, which might require cumbersome optimizations, additional polishing, and enrichment steps. Here, we present functionalized corundum particles for the efficient, economical, and fast purification of recombinant proteins in a column-free format. The corundum surface is first derivatized with the amino silane APTES, then EDTA dianhydride, and subsequently loaded with nickel ions. The Kaiser test, well known in solid-phase peptide synthesis, was used to monitor amino silanization and the reaction with EDTA dianhydride. In addition, ICP-MS was performed to quantify the metal-binding capacity. His-tagged protein A/G (PAG), mixed with bovine serum albumin (BSA), was used as a test system. The PAG binding capacity was around 3 mg protein per gram of corundum or 2.4 mg per 1 mL of corundum suspension. Cytoplasm obtained from different E. coli strains was examined as examples of a complex matrix. The imidazole concentration was varied in the loading and washing buffers. As expected, higher imidazole concentrations during loading are usually beneficial when higher purities are desired. Even when higher sample volumes, such as one liter, were used, recombinant protein down to a concentration of 1 µg/mL could be isolated selectively. Comparing the corundum material with standard Ni-NTA agarose beads indicated higher purities of proteins isolated using corundum. His6-MBP-mSA2, a fusion protein consisting of monomeric streptavidin and maltose-binding protein in the cytoplasm of E. coli, was purified successfully. To show that this method is also suitable for mammalian cell culture supernatants, purification of the SARS-CoV-2-S-RBD-His8 expressed in human Expi293F cells was performed. The material cost of the nickel-loaded corundum material (without regeneration) is estimated to be less than 30 cents for 1 g of functionalized support or 10 cents per milligram of isolated protein. Another advantage of the novel system is the corundum particles' extremely high physical and chemical stability. The new material should be applicable in small laboratories and large-scale industrial applications. In summary, we could show that this new material is an efficient, robust, and cost-effective purification platform for the purification of His-tagged proteins, even in challenging, complex matrices and large sample volumes of low product concentration.
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Affiliation(s)
- Jule L Völzke
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
| | - Sarah Smatty
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
| | - Sarah Döring
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
| | - Shireen Ewald
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
| | - Marcus Oelze
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
| | - Franziska Fratzke
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
| | - Sabine Flemig
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
| | - Zoltán Konthur
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
| | - Michael G Weller
- Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Strasse 11, 12489 Berlin, Germany
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10
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Lao N, Barron N. Enhancing recombinant protein and viral vector production in mammalian cells by targeting the YTHDF readers of N 6 -methyladenosine in mRNA. Biotechnol J 2023; 18:e2200451. [PMID: 36692010 DOI: 10.1002/biot.202200451] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 12/20/2022] [Accepted: 01/19/2023] [Indexed: 01/25/2023]
Abstract
N6 -methyladenosine (m6A) is the most abundant internal modification on eukaryotic mRNA and has been implicated in a wide range of fundamental cellular processes. This modification is regulated and interpreted by a set of writer, eraser, and reader proteins. To date, there have been no reports on the potential of mRNA epigenetic regulators to influence recombinant protein expression in mammalian cells. In this study, the potential of manipulating the expression of the m6A YTH domain-containing readers, YTHDF1, 2 and 3 to improve recombinant protein yield based on their role in regulating mRNA stability and promoting translation were evaluated. Using siRNA-mediated gene depletion, cDNA over-expression, and methylation-specific RNA immunoprecipitation, it is demonstrated that (i) knock-down of YTHDF2 enhances (~2-fold) the levels of recombinant protein derived from GFP and EPO transgenes in CHO cells; (ii) the effects of YTHDF2 depletion on transgene expression is m6A-mediated; and (iii) YTHDF2 depletion, or over-expression of YTHDF1 increases viral protein expression and yield of infectious lentiviral (LV) particles (~2-3-fold) in HEK293 cells. We conclude that various transgenes can be subjected to regulation by m6A regulators in mammalian cell lines and that these findings demonstrate the utility of epitranscriptomic-based approaches to host cell line engineering for improved recombinant protein and viral vector production.
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Affiliation(s)
- Nga Lao
- National Institute for Bioprocessing Research and Training, Dublin, Ireland
| | - Niall Barron
- National Institute for Bioprocessing Research and Training, Dublin, Ireland.,School of Chemical and Bioprocess Engineering, University College Dublin, Dublin, Ireland
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11
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Nandal J, Mihooliya KN, Verma H, Kalidas N, Ashish F, Mishra RPN, Sahoo DK. Evaluation of physicochemical and functional similarity of a new CHO derived anti-EGFR antibody P-mAb to its reference medicinal product. ARTIFICIAL CELLS, NANOMEDICINE, AND BIOTECHNOLOGY 2022; 50:17-28. [DOI: 10.1080/21691401.2022.2028284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/08/2023]
Affiliation(s)
- Jitender Nandal
- Biochemical Engineering Research and Process Development Centre, CSIR-Institute of Microbial Technology, Chandigarh, India
| | - Kanti N. Mihooliya
- Biochemical Engineering Research and Process Development Centre, CSIR-Institute of Microbial Technology, Chandigarh, India
| | - Himanshu Verma
- Biochemical Engineering Research and Process Development Centre, CSIR-Institute of Microbial Technology, Chandigarh, India
| | - Nidhi Kalidas
- GNR Advanced Protein Centre, CSIR-Institute of Microbial Technology, Chandigarh, India
| | - Fnu Ashish
- GNR Advanced Protein Centre, CSIR-Institute of Microbial Technology, Chandigarh, India
| | - Ravi P. N. Mishra
- Biochemical Engineering Research and Process Development Centre, CSIR-Institute of Microbial Technology, Chandigarh, India
| | - Debendra K. Sahoo
- Biochemical Engineering Research and Process Development Centre, CSIR-Institute of Microbial Technology, Chandigarh, India
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12
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Celebi Torabfam G, Yetisgin AA, Erdem C, Cayli A, Kutlu O, Cetinel S. A feasibility study of different commercially available serum-free mediums to enhance lentivirus and adeno-associated virus production in HEK 293 suspension cells. Cytotechnology 2022; 74:635-655. [PMID: 36389283 PMCID: PMC9652196 DOI: 10.1007/s10616-022-00551-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 09/30/2022] [Indexed: 02/02/2023] Open
Abstract
Lentivirus and adeno-associated viruses are invaluable tools for biotechnology applications due to their genetic material delivery abilities both in vitro and in vivo. However, their large-scale productions with Good Manufacturing Practices yield low efficiency when adherent and serum dependent HEK293 (Human Embryonic Kidney) cells are used as the host. To increase production efficiency, HEK293 cells are adapted to grow in suspension using commercially available and chemically defined serum-free mediums. Suspended cells can be transiently transfected for viral vector production; however, significant improvements are still needed to increase yield and thereby cost effectiveness. Here, we evaluated four most preferred commercially available mediums that are IVY, FreeStyle293, LV-MAX, and BalanCD HEK293 for the transient transfection feasibility of lentiviral (LV) and adeno-associated virus serotype 2 (AAV2) production in FlorabioHEK293 suspension cells. The highest transfection efficiency was over 90% and obtained by using polyethyleneimine (PEI) 25 K and by media adaptation in IVY without using any transfection enhancer. For the first time the feasibility of HEK293 cells, which were adapted to grow in suspension culture by Florabio and IVY media, were tested for virus production. This study demonstrates the best transfection medium for scalable and optimized production of Lentivirus and Adeno-Associated Virus in suspended HEK293 cell culture. Supplementary Information The online version contains supplementary material available at 10.1007/s10616-022-00551-1.
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Affiliation(s)
- Gizem Celebi Torabfam
- Sabanci University Nanotechnology Research and Application Center (SUNUM), Istanbul, 34956 Turkey
- Faculty of Engineering and Natural Sciences, Molecular Biology, Genetics, and Bioengineering Program, Sabanci University, Istanbul, 34956 Turkey
| | - Abuzer Alp Yetisgin
- Sabanci University Nanotechnology Research and Application Center (SUNUM), Istanbul, 34956 Turkey
- Faculty of Engineering and Natural Sciences, Materials Science and Nano Engineering, Sabanci University, Istanbul, 34956 Turkey
| | - Cem Erdem
- FloraBio Technology, Urla, 35430 İzmir Turkey
| | - Aziz Cayli
- FloraBio Technology, Urla, 35430 İzmir Turkey
| | - Ozlem Kutlu
- Sabanci University Nanotechnology Research and Application Center (SUNUM), Istanbul, 34956 Turkey
- Faculty of Engineering and Natural Sciences, Molecular Biology, Genetics, and Bioengineering Program, Sabanci University, Istanbul, 34956 Turkey
| | - Sibel Cetinel
- Sabanci University Nanotechnology Research and Application Center (SUNUM), Istanbul, 34956 Turkey
- Faculty of Engineering and Natural Sciences, Molecular Biology, Genetics, and Bioengineering Program, Sabanci University, Istanbul, 34956 Turkey
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13
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Gaobotse G, Venkataraman S, Mmereke KM, Moustafa K, Hefferon K, Makhzoum A. Recent Progress on Vaccines Produced in Transgenic Plants. Vaccines (Basel) 2022; 10:1861. [PMID: 36366370 PMCID: PMC9698746 DOI: 10.3390/vaccines10111861] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 10/27/2022] [Accepted: 10/31/2022] [Indexed: 01/15/2024] Open
Abstract
The development of vaccines from plants has been going on for over two decades now. Vaccine production in plants requires time and a lot of effort. Despite global efforts in plant-made vaccine development, there are still challenges that hinder the realization of the final objective of manufacturing approved and safe products. Despite delays in the commercialization of plant-made vaccines, there are some human vaccines that are in clinical trials. The novel coronavirus (SARS-CoV-2) and its resultant disease, coronavirus disease 2019 (COVID-19), have reminded the global scientific community of the importance of vaccines. Plant-made vaccines could not be more important in tackling such unexpected pandemics as COVID-19. In this review, we explore current progress in the development of vaccines manufactured in transgenic plants for different human diseases over the past 5 years. However, we first explore the different host species and plant expression systems during recombinant protein production, including their shortcomings and benefits. Lastly, we address the optimization of existing plant-dependent vaccine production protocols that are aimed at improving the recovery and purification of these recombinant proteins.
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Affiliation(s)
- Goabaone Gaobotse
- Department of Biological Sciences & Biotechnology, Botswana International University of Science & Technology, Palapye, Botswana
| | - Srividhya Venkataraman
- Virology Laboratory, Department of Cell & Systems Biology, University of Toronto, Toronto, ON M5S 3B2, Canada
| | - Kamogelo M. Mmereke
- Department of Biological Sciences & Biotechnology, Botswana International University of Science & Technology, Palapye, Botswana
| | - Khaled Moustafa
- The Arabic Preprint Server/Arabic Science Archive (ArabiXiv)
| | - Kathleen Hefferon
- Department of Microbiology, Cornell University, Ithaca, NY 14850, USA
| | - Abdullah Makhzoum
- Department of Biological Sciences & Biotechnology, Botswana International University of Science & Technology, Palapye, Botswana
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He L, Ji L, He Y, Liu Y, Chen S, Chu K, Kuang S. Experimental and numerical analysis of Chinese hamster ovary cell viability loss in mini-hydrocyclones. Sep Purif Technol 2022. [DOI: 10.1016/j.seppur.2022.121203] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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15
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Rethi-Nagy Z, Abraham E, Udvardy K, Klement E, Darula Z, Pal M, Katona RL, Tubak V, Pali T, Kota Z, Sinka R, Udvardy A, Lipinszki Z. STABILON, a Novel Sequence Motif That Enhances the Expression and Accumulation of Intracellular and Secreted Proteins. Int J Mol Sci 2022; 23:ijms23158168. [PMID: 35897744 PMCID: PMC9332151 DOI: 10.3390/ijms23158168] [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: 06/02/2022] [Revised: 07/17/2022] [Accepted: 07/22/2022] [Indexed: 12/10/2022] Open
Abstract
The dynamic balance of transcriptional and translational regulation together with degron-controlled proteolysis shapes the ever-changing cellular proteome. While a large variety of degradation signals has been characterized, our knowledge of cis-acting protein motifs that can in vivo stabilize otherwise short-lived proteins is very limited. We have identified and characterized a conserved 13-mer protein segment derived from the p54/Rpn10 ubiquitin receptor subunit of the Drosophila 26S proteasome, which fulfills all the characteristics of a protein stabilization motif (STABILON). Attachment of STABILON to various intracellular as well as medically relevant secreted model proteins resulted in a significant increase in their cellular or extracellular concentration in mammalian cells. We demonstrate that STABILON acts as a universal and dual function motif that, on the one hand, increases the concentration of the corresponding mRNAs and, on the other hand, prevents the degradation of short-lived fusion proteins. Therefore, STABILON may lead to a breakthrough in biomedical recombinant protein production.
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Affiliation(s)
- Zsuzsanna Rethi-Nagy
- Biological Research Centre, Institute of Biochemistry, MTA SZBK Lendület Laboratory of Cell Cycle Regulation, ELKH, H-6726 Szeged, Hungary; (Z.R.-N.); (E.A.); (K.U.); (M.P.)
- Doctoral School of Biology, Faculty of Science and Informatics, University of Szeged, H-6726 Szeged, Hungary
| | - Edit Abraham
- Biological Research Centre, Institute of Biochemistry, MTA SZBK Lendület Laboratory of Cell Cycle Regulation, ELKH, H-6726 Szeged, Hungary; (Z.R.-N.); (E.A.); (K.U.); (M.P.)
| | - Katalin Udvardy
- Biological Research Centre, Institute of Biochemistry, MTA SZBK Lendület Laboratory of Cell Cycle Regulation, ELKH, H-6726 Szeged, Hungary; (Z.R.-N.); (E.A.); (K.U.); (M.P.)
| | - Eva Klement
- Single Cell Omics Advanced Core Facility, Hungarian Centre of Excellence for Molecular Medicine (HCEMM), H-6726 Szeged, Hungary; (E.K.); (Z.D.)
- Biological Research Centre, Laboratory of Proteomics Research, ELKH, H-6726 Szeged, Hungary
| | - Zsuzsanna Darula
- Single Cell Omics Advanced Core Facility, Hungarian Centre of Excellence for Molecular Medicine (HCEMM), H-6726 Szeged, Hungary; (E.K.); (Z.D.)
- Biological Research Centre, Laboratory of Proteomics Research, ELKH, H-6726 Szeged, Hungary
| | - Margit Pal
- Biological Research Centre, Institute of Biochemistry, MTA SZBK Lendület Laboratory of Cell Cycle Regulation, ELKH, H-6726 Szeged, Hungary; (Z.R.-N.); (E.A.); (K.U.); (M.P.)
| | | | - Vilmos Tubak
- Creative Laboratory Ltd., H-6726 Szeged, Hungary;
| | - Tibor Pali
- Biological Research Centre, Institute of Biophysics, ELKH, H-6726 Szeged, Hungary; (T.P.); (Z.K.)
| | - Zoltan Kota
- Biological Research Centre, Institute of Biophysics, ELKH, H-6726 Szeged, Hungary; (T.P.); (Z.K.)
| | - Rita Sinka
- Department of Genetics, University of Szeged, H-6726 Szeged, Hungary
- Correspondence: (R.S.); (A.U.); (Z.L.)
| | - Andor Udvardy
- Biological Research Centre, Institute of Biochemistry, MTA SZBK Lendület Laboratory of Cell Cycle Regulation, ELKH, H-6726 Szeged, Hungary; (Z.R.-N.); (E.A.); (K.U.); (M.P.)
- Correspondence: (R.S.); (A.U.); (Z.L.)
| | - Zoltan Lipinszki
- Biological Research Centre, Institute of Biochemistry, MTA SZBK Lendület Laboratory of Cell Cycle Regulation, ELKH, H-6726 Szeged, Hungary; (Z.R.-N.); (E.A.); (K.U.); (M.P.)
- Correspondence: (R.S.); (A.U.); (Z.L.)
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16
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Mizrahi RA, Lin WY, Gras A, Niedecken AR, Wagner EK, Keating SM, Ikon N, Manickam VA, Asensio MA, Leong J, Medina-Cucurella AV, Benzie E, Carter KP, Chiang Y, Edgar RC, Leong R, Lim YW, Simons JF, Spindler MJ, Stadtmiller K, Wayham N, Büscher D, Terencio JV, Germanio CD, Chamow SM, Olson C, Pino PA, Park JG, Hicks A, Ye C, Garcia-Vilanova A, Martinez-Sobrido L, Torrelles JB, Johnson DS, Adler AS. GMP Manufacturing and IND-Enabling Studies of a Recombinant Hyperimmune Globulin Targeting SARS-CoV-2. Pathogens 2022; 11:806. [PMID: 35890050 PMCID: PMC9320065 DOI: 10.3390/pathogens11070806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 07/13/2022] [Accepted: 07/15/2022] [Indexed: 11/16/2022] Open
Abstract
Conventionally, hyperimmune globulin drugs manufactured from pooled immunoglobulins from vaccinated or convalescent donors have been used in treating infections where no treatment is available. This is especially important where multi-epitope neutralization is required to prevent the development of immune-evading viral mutants that can emerge upon treatment with monoclonal antibodies. Using microfluidics, flow sorting, and a targeted integration cell line, a first-in-class recombinant hyperimmune globulin therapeutic against SARS-CoV-2 (GIGA-2050) was generated. Using processes similar to conventional monoclonal antibody manufacturing, GIGA-2050, comprising 12,500 antibodies, was scaled-up for clinical manufacturing and multiple development/tox lots were assessed for consistency. Antibody sequence diversity, cell growth, productivity, and product quality were assessed across different manufacturing sites and production scales. GIGA-2050 was purified and tested for good laboratory procedures (GLP) toxicology, pharmacokinetics, and in vivo efficacy against natural SARS-CoV-2 infection in mice. The GIGA-2050 master cell bank was highly stable, producing material at consistent yield and product quality up to >70 generations. Good manufacturing practices (GMP) and development batches of GIGA-2050 showed consistent product quality, impurity clearance, potency, and protection in an in vivo efficacy model. Nonhuman primate toxicology and pharmacokinetics studies suggest that GIGA-2050 is safe and has a half-life similar to other recombinant human IgG1 antibodies. These results supported a successful investigational new drug application for GIGA-2050. This study demonstrates that a new class of drugs, recombinant hyperimmune globulins, can be manufactured consistently at the clinical scale and presents a new approach to treating infectious diseases that targets multiple epitopes of a virus.
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Affiliation(s)
- Rena A. Mizrahi
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Wendy Y. Lin
- Alira Health, Inc., Framingham, MA 01702, USA; (W.Y.L.); (S.M.C.); (C.O.)
| | - Ashley Gras
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Ariel R. Niedecken
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Ellen K. Wagner
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Sheila M. Keating
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Nikita Ikon
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Vishal A. Manickam
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Michael A. Asensio
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Jackson Leong
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Angelica V. Medina-Cucurella
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Emily Benzie
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Kyle P. Carter
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Yao Chiang
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Robert C. Edgar
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Renee Leong
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Yoong Wearn Lim
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Jan Fredrik Simons
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Matthew J. Spindler
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Kacy Stadtmiller
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Nicholas Wayham
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Dirk Büscher
- Grifols S.A., 08174 Sant Cugat del Vallès, Spain; (D.B.); (J.V.T.)
| | | | | | - Steven M. Chamow
- Alira Health, Inc., Framingham, MA 01702, USA; (W.Y.L.); (S.M.C.); (C.O.)
| | - Charles Olson
- Alira Health, Inc., Framingham, MA 01702, USA; (W.Y.L.); (S.M.C.); (C.O.)
| | - Paula A. Pino
- Population Health Program, Texas Biomedical Research Institute, San Antonio, TX 78227, USA; (P.A.P.); (A.H.); (A.G.-V.); (L.M.-S.); (J.B.T.)
| | - Jun-Gyu Park
- Disease Intervention and Prevention Program, Texas Biomedical Research Institute, San Antonio, TX 78227, USA; (J.-G.P.); (C.Y.)
| | - Amberlee Hicks
- Population Health Program, Texas Biomedical Research Institute, San Antonio, TX 78227, USA; (P.A.P.); (A.H.); (A.G.-V.); (L.M.-S.); (J.B.T.)
| | - Chengjin Ye
- Disease Intervention and Prevention Program, Texas Biomedical Research Institute, San Antonio, TX 78227, USA; (J.-G.P.); (C.Y.)
| | - Andreu Garcia-Vilanova
- Population Health Program, Texas Biomedical Research Institute, San Antonio, TX 78227, USA; (P.A.P.); (A.H.); (A.G.-V.); (L.M.-S.); (J.B.T.)
| | - Luis Martinez-Sobrido
- Population Health Program, Texas Biomedical Research Institute, San Antonio, TX 78227, USA; (P.A.P.); (A.H.); (A.G.-V.); (L.M.-S.); (J.B.T.)
- Disease Intervention and Prevention Program, Texas Biomedical Research Institute, San Antonio, TX 78227, USA; (J.-G.P.); (C.Y.)
| | - Jordi B. Torrelles
- Population Health Program, Texas Biomedical Research Institute, San Antonio, TX 78227, USA; (P.A.P.); (A.H.); (A.G.-V.); (L.M.-S.); (J.B.T.)
- Disease Intervention and Prevention Program, Texas Biomedical Research Institute, San Antonio, TX 78227, USA; (J.-G.P.); (C.Y.)
| | - David S. Johnson
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
| | - Adam S. Adler
- GigaGen, Inc., South San Francisco, CA 94080, USA; (R.A.M.); (A.G.); (A.R.N.); (E.K.W.); (S.M.K.); (N.I.); (V.A.M.); (M.A.A.); (J.L.); (A.V.M.-C.); (E.B.); (K.P.C.); (Y.C.); (R.C.E.); (R.L.); (Y.W.L.); (J.F.S.); (M.J.S.); (K.S.); (N.W.); (D.S.J.)
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17
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Sacco SA, Tuckowski AM, Trenary I, Kraft L, Betenbaugh MJ, Young JD, Smith KD. Attenuation of glutamine synthetase selection marker improves product titer and reduces glutamine overflow in Chinese hamster ovary cells. Biotechnol Bioeng 2022; 119:1712-1727. [PMID: 35312045 DOI: 10.1002/bit.28084] [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: 11/18/2021] [Revised: 02/25/2022] [Accepted: 03/07/2022] [Indexed: 11/10/2022]
Abstract
The glutamine synthetase (GS) expression system is commonly used to ensure stable transgene integration and amplification in CHO host lines. Transfected cell populations are typically grown in the presence of the GS inhibitor, methionine sulfoximine (MSX), to further select for increased transgene copy number. However, high levels of GS activity produce excess glutamine. We hypothesized that attenuating the GS promoter while keeping the strong IgG promoter on the GS-IgG expression vector would result in a more efficient cellular metabolic phenotype. Herein, we characterized CHO cell lines expressing GS from either an attenuated promoter or an SV40 promoter and selected with/without MSX. CHO cells with the attenuated GS promoter had higher IgG specific productivity and lower glutamine production compared to cells with SV40-driven GS expression. Selection with MSX increased both specific productivity and glutamine production, regardless of GS promoter strength. 13 C metabolic flux analysis (MFA) was performed to further assess metabolic differences between these cell lines. Interestingly, central carbon metabolism was unaltered by the attenuated GS promoter while the fate of glutamate and glutamine varied depending on promoter strength and selection conditions. This study highlights the ability to optimize the GS expression system to improve IgG production and reduce wasteful glutamine overflow, without significantly altering central metabolism. Additionally, a detailed supplementary analysis of two "lactate runaway" reactors provides insight into the poorly understood phenomenon of excess lactate production by some CHO cell cultures. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Sarah A Sacco
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN, USA
| | - Angela M Tuckowski
- Biotherapeutics Development, Janssen Research and Development, Spring House, PA, USA.,Department of Cellular and Molecular Biology, University of Michigan, Ann Arbor, MI, USA
| | - Irina Trenary
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN, USA
| | - Lauren Kraft
- Biotherapeutics Development, Janssen Research and Development, Spring House, PA, USA
| | - Michael J Betenbaugh
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Jamey D Young
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN, USA.,Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN, USA
| | - Kevin D Smith
- Biotherapeutics Development, Janssen Research and Development, Spring House, PA, USA.,Asimov, 1325 Boylston St, Boston, MA, 02215
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18
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Kis Z, Tak K, Ibrahim D, Papathanasiou MM, Chachuat B, Shah N, Kontoravdi C. Pandemic-response adenoviral vector and RNA vaccine manufacturing. NPJ Vaccines 2022; 7:29. [PMID: 35236838 PMCID: PMC8891260 DOI: 10.1038/s41541-022-00447-3] [Citation(s) in RCA: 12] [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: 07/28/2021] [Accepted: 01/21/2022] [Indexed: 12/20/2022] Open
Abstract
Rapid global COVID-19 pandemic response by mass vaccination is currently limited by the rate of vaccine manufacturing. This study presents a techno-economic feasibility assessment and comparison of three vaccine production platform technologies deployed during the COVID-19 pandemic: (1) adenovirus-vectored (AVV) vaccines, (2) messenger RNA (mRNA) vaccines, and (3) the newer self-amplifying RNA (saRNA) vaccines. Besides assessing the baseline performance of the production process, impact of key design and operational uncertainties on the productivity and cost performance of these vaccine platforms is quantified using variance-based global sensitivity analysis. Cost and resource requirement projections are computed for manufacturing multi-billion vaccine doses for covering the current global demand shortage and for providing annual booster immunisations. The model-based assessment provides key insights to policymakers and vaccine manufacturers for risk analysis, asset utilisation, directions for future technology improvements and future epidemic/pandemic preparedness, given the disease-agnostic nature of these vaccine production platforms.
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Affiliation(s)
- Zoltán Kis
- The Sargent Centre for Process Systems Engineering, Department of Chemical Engineering, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK.
- Department of Chemical and Biological Engineering, The University of Sheffield, Mappin Street, Sheffield, S1 3JD, UK.
| | - Kyungjae Tak
- The Sargent Centre for Process Systems Engineering, Department of Chemical Engineering, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK
| | - Dauda Ibrahim
- The Sargent Centre for Process Systems Engineering, Department of Chemical Engineering, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK
| | - Maria M Papathanasiou
- The Sargent Centre for Process Systems Engineering, Department of Chemical Engineering, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK
| | - Benoît Chachuat
- The Sargent Centre for Process Systems Engineering, Department of Chemical Engineering, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK
| | - Nilay Shah
- The Sargent Centre for Process Systems Engineering, Department of Chemical Engineering, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK
| | - Cleo Kontoravdi
- The Sargent Centre for Process Systems Engineering, Department of Chemical Engineering, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK.
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19
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Domján J, Pantea E, Gyürkés M, Madarász L, Kozák D, Farkas A, Horváth B, Benkő Z, Nagy ZK, Marosi G, Hirsch E. Real-time amino acid and glucose monitoring system for the automatic control of nutrient feeding in CHO cell culture using raman spectroscopy. Biotechnol J 2022; 17:e2100395. [PMID: 35084785 DOI: 10.1002/biot.202100395] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 01/09/2022] [Accepted: 01/10/2022] [Indexed: 11/06/2022]
Abstract
An innovative, Raman spectroscopy-based monitoring and control system is introduced in this paper for designing dynamic feeding strategies that allow the maintenance of key cellular nutrients at an ideal level in Chinese hamster ovary cell culture. The Partial Least Squares calibration models built for glucose, lactate and 16 (out of 20) individual amino acids had very good predictive power with low root mean square errors values and high square correlation coefficients. The developed models used for real-time measurement of nutrient and by-product concentrations allowed us to gain better insight into the metabolic behavior and nutritional consumption of cells. To establish a more beneficial nutritional environment for the cells, two types of dynamic feeding strategies were used to control the delivery of two-part multi-component feed media according to the prediction of Raman models (glucose or arginine). As a result, instead of high fluctuations, the nutrients (glucose together with amino acids) were maintained at the desired level providing a more balanced environment for the cells. Moreover, the use of amino acid-based feeding control enabled to prevent the excessive nutrient replenishment and was economically beneficial by significantly reducing the amount of supplied feed medium compared to the glucose-based dynamic fed culture. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Júlia Domján
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics, Műegyetem rkp. 3, Budapest, H-1111, Hungary
| | - Eszter Pantea
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics, Műegyetem rkp. 3, Budapest, H-1111, Hungary
| | - Martin Gyürkés
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics, Műegyetem rkp. 3, Budapest, H-1111, Hungary
| | - Lajos Madarász
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics, Műegyetem rkp. 3, Budapest, H-1111, Hungary
| | - Dóra Kozák
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics, Műegyetem rkp. 3, Budapest, H-1111, Hungary
| | - Attila Farkas
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics, Műegyetem rkp. 3, Budapest, H-1111, Hungary
| | - Balázs Horváth
- Gedeon Richter Plc., Gyömröi út 19-21, Budapest, H-1103, Hungary
| | - Zsuzsa Benkő
- Gedeon Richter Plc., Gyömröi út 19-21, Budapest, H-1103, Hungary
| | - Zsombor Kristóf Nagy
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics, Műegyetem rkp. 3, Budapest, H-1111, Hungary
| | - György Marosi
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics, Műegyetem rkp. 3, Budapest, H-1111, Hungary
| | - Edit Hirsch
- Department of Organic Chemistry and Technology, Budapest University of Technology and Economics, Műegyetem rkp. 3, Budapest, H-1111, Hungary
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20
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Masuda K, Watanabe K, Ueno T, Nakazawa Y, Tanabe Y, Ushiki-Kaku Y, Ogawa-Goto K, Ehara Y, Saeki H, Okumura T, Nonaka K, Kamihira M. Novel cell line development strategy for monoclonal antibody manufacturing using translational enhancing technology. J Biosci Bioeng 2021; 133:273-280. [PMID: 34930670 DOI: 10.1016/j.jbiosc.2021.11.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 11/04/2021] [Accepted: 11/22/2021] [Indexed: 11/19/2022]
Abstract
Chinese hamster ovary (CHO) cells are widely used for constructing expression systems to produce therapeutic proteins. However, the establishment of high-producer clones remains a laborious and time-consuming process, despite various progresses having been made in cell line development. We previously developed a new strategy for screening high monoclonal antibody (mAb)-producing cells using flow cytometry (FCM). We also reported that p180 and SF3b4 play key roles in active translation on the endoplasmic reticulum, and that the productivity of secreted alkaline phosphatase was enhanced by the overexpression of p180 and SF3b4. Here, we attempted to apply the translational enhancing technology to high mAb-producing cells obtained after high-producer cell sorting. A high mAb-producing CHO clone, L003, which showed an mAb production level of >3 g/L in fed-batch culture, was established from a high mAb-producing cell pool fractionated by FCM. Clones generated by the overexpression of p180 and SF3b4 in L003 cells were evaluated by fed-batch culture. The specific productivity of clones overexpressing these two factors was ∼3.1-fold higher than that of parental L003 cells in the early phase of the culture period. Furthermore, the final mAb concentration was increased to 9.5 g/L during 17 days of fed-batch culture after optimizing the medium and culture process. These results indicate that the overexpression of p180 and SF3b4 would be promising for establishing high-producer cell lines applicable to industrial production.
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Affiliation(s)
- Kenji Masuda
- Biologics Division, Biologics Technology Research Laboratories, Daiichi Sankyo Co., Ltd., 2716-1 Kurakake, Akaiwa, Chiyoda-machi, Gunma 370-0503, Japan; Department of Chemical Engineering, Faculty of Engineering, Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan.
| | - Kazuhiko Watanabe
- Biologics Division, Biologics Technology Research Laboratories, Daiichi Sankyo Co., Ltd., 2716-1 Kurakake, Akaiwa, Chiyoda-machi, Gunma 370-0503, Japan
| | - Tomonori Ueno
- Nippi Research Institute of Biomatrix, 520-11, Kuwabara, Toride, Ibaraki 302-0017, Japan
| | - Yuto Nakazawa
- Biologics Division, Biologics Technology Research Laboratories, Daiichi Sankyo Co., Ltd., 2716-1 Kurakake, Akaiwa, Chiyoda-machi, Gunma 370-0503, Japan; Division of Biological Science, Graduate School of Science and Technology, Nara Institute of Science and Technology, 8916-5 Takayama, Ikoma, Nara 630-0192, Japan
| | - Yumiko Tanabe
- Biologics Division, Biologics Technology Research Laboratories, Daiichi Sankyo Co., Ltd., 2716-1 Kurakake, Akaiwa, Chiyoda-machi, Gunma 370-0503, Japan
| | - Yuko Ushiki-Kaku
- Nippi Research Institute of Biomatrix, 520-11, Kuwabara, Toride, Ibaraki 302-0017, Japan
| | - Kiyoko Ogawa-Goto
- Nippi Research Institute of Biomatrix, 520-11, Kuwabara, Toride, Ibaraki 302-0017, Japan; Japan Institute of Leather Research, 1-1-1 Senju Midori-cho, Adachi-ku, Tokyo 120-8601, Japan
| | - Yukikazu Ehara
- FUJIFILM Wako Pure Chemical Corporation, 3-17-15 Niizo-Minami, Toda, Saitama 335-0026, Japan
| | - Hisashi Saeki
- FUJIFILM Wako Pure Chemical Corporation, 3-17-15 Niizo-Minami, Toda, Saitama 335-0026, Japan
| | - Takeshi Okumura
- Biologics Division, Biologics Technology Research Laboratories, Daiichi Sankyo Co., Ltd., 2716-1 Kurakake, Akaiwa, Chiyoda-machi, Gunma 370-0503, Japan
| | - Koichi Nonaka
- Biologics Division, Biologics Technology Research Laboratories, Daiichi Sankyo Co., Ltd., 2716-1 Kurakake, Akaiwa, Chiyoda-machi, Gunma 370-0503, Japan
| | - Masamichi Kamihira
- Department of Chemical Engineering, Faculty of Engineering, Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan
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21
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Sharma R, Harrison STL, Tai SL. Advances in Bioreactor Systems for the Production of Biologicals in Mammalian Cells. CHEMBIOENG REVIEWS 2021. [DOI: 10.1002/cben.202100022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Rajesh Sharma
- University of Cape Town Centre for Bioprocess Engineering Research (CeBER) Department of Chemical Engineering Faculty of Engineering and the Built Environment Private Bag 7701 Rondebosch South Africa
| | - Susan T. L. Harrison
- University of Cape Town Centre for Bioprocess Engineering Research (CeBER) Department of Chemical Engineering Faculty of Engineering and the Built Environment Private Bag 7701 Rondebosch South Africa
| | - Siew Leng Tai
- University of Cape Town Centre for Bioprocess Engineering Research (CeBER) Department of Chemical Engineering Faculty of Engineering and the Built Environment Private Bag 7701 Rondebosch South Africa
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22
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Cheng HW, Tsai WT, Hsieh YY, Chen KC, Yeh SD. Identification of a Common Epitope in Nucleocapsid Proteins of Euro-America Orthotospoviruses and Its Application for Tagging Proteins. Int J Mol Sci 2021; 22:ijms22168583. [PMID: 34445289 PMCID: PMC8395252 DOI: 10.3390/ijms22168583] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 08/03/2021] [Accepted: 08/05/2021] [Indexed: 11/16/2022] Open
Abstract
The NSs protein and the nucleocapsid protein (NP) of orthotospoviruses are the major targets for serological detection and diagnosis. A common epitope of KFTMHNQIF in the NSs proteins of Asia orthotospoviruses has been applied as an epitope tag (nss-tag) for monitoring recombinant proteins. In this study, a monoclonal antibody TNP MAb against the tomato spotted wilt virus (TSWV) NP that reacts with TSWV-serogroup members of Euro-America orthotospoviruses was produced. By truncation and deletion analyses of TSWV NP, the common epitope of KGKEYA was identified and designated as the np sequence. The np sequence was successfully utilized as an epitope tag (np-tag) to monitor various proteins, including the green fluorescence protein, the coat protein of the zucchini yellow mosaic virus, and the dust mite chimeric allergen Dp25, in a bacterial expression system. The np-tag was also applied to investigate the protein-protein interaction in immunoprecipitation. In addition, when the np-tag and the nss-tag were simultaneously attached at different termini of the expressed recombinant proteins, they reacted with the corresponding MAbs with high sensitivity. Here, we demonstrated that the np sequence and TNP MAb can be effectively applied for tagging and detecting proteins and can be coupled with the nss-tag to form a novel epitope-tagging system for investigating protein-protein interactions.
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Affiliation(s)
- Hao-Wen Cheng
- Department of Plant Pathology, National Chung-Hsing University, Taichung 40227, Taiwan; (H.-W.C.); (W.-T.T.); (Y.-Y.H.); (K.-C.C.)
- Advanced Plant Biotechnology Center, National Chung-Hsing University, Taichung 40227, Taiwan
| | - Wei-Ting Tsai
- Department of Plant Pathology, National Chung-Hsing University, Taichung 40227, Taiwan; (H.-W.C.); (W.-T.T.); (Y.-Y.H.); (K.-C.C.)
| | - Yi-Ying Hsieh
- Department of Plant Pathology, National Chung-Hsing University, Taichung 40227, Taiwan; (H.-W.C.); (W.-T.T.); (Y.-Y.H.); (K.-C.C.)
| | - Kuan-Chun Chen
- Department of Plant Pathology, National Chung-Hsing University, Taichung 40227, Taiwan; (H.-W.C.); (W.-T.T.); (Y.-Y.H.); (K.-C.C.)
| | - Shyi-Dong Yeh
- Department of Plant Pathology, National Chung-Hsing University, Taichung 40227, Taiwan; (H.-W.C.); (W.-T.T.); (Y.-Y.H.); (K.-C.C.)
- Advanced Plant Biotechnology Center, National Chung-Hsing University, Taichung 40227, Taiwan
- Correspondence: ; Tel.: +886-4-22877021; Fax: +886-4-22852501
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23
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Bryan L, Clynes M, Meleady P. The emerging role of cellular post-translational modifications in modulating growth and productivity of recombinant Chinese hamster ovary cells. Biotechnol Adv 2021; 49:107757. [PMID: 33895332 DOI: 10.1016/j.biotechadv.2021.107757] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 04/19/2021] [Accepted: 04/19/2021] [Indexed: 02/06/2023]
Abstract
Chinese hamster ovary (CHO) cells are one of the most commonly used host cell lines used for the production human therapeutic proteins. Much research over the past two decades has focussed on improving the growth, titre and cell specific productivity of CHO cells and in turn lowering the costs associated with production of recombinant proteins. CHO cell engineering has become of particular interest in recent years following the publication of the CHO cell genome and the availability of data relating to the proteome, transcriptome and metabolome of CHO cells. However, data relating to the cellular post-translational modification (PTMs) which can affect the functionality of CHO cellular proteins has only begun to be presented in recent years. PTMs are important to many cellular processes and can further alter proteins by increasing the complexity of proteins and their interactions. In this review, we describe the research presented from CHO cells to date related on three of the most important PTMs; glycosylation, phosphorylation and ubiquitination.
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Affiliation(s)
- Laura Bryan
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Paula Meleady
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
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24
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Agnolon V, Kiseljak D, Wurm MJ, Wurm FM, Foissard C, Gallais F, Wehrle S, Muñoz-Fontela C, Bellanger L, Correia BE, Corradin G, Spertini F. Designs and Characterization of Subunit Ebola GP Vaccine Candidates: Implications for Immunogenicity. Front Immunol 2020; 11:586595. [PMID: 33250896 PMCID: PMC7672190 DOI: 10.3389/fimmu.2020.586595] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Accepted: 10/13/2020] [Indexed: 11/13/2022] Open
Abstract
The humoral responses of Ebola virus (EBOV) survivors mainly target the surface glycoprotein GP, and anti-GP neutralizing antibodies have been associated with protection against EBOV infection. In order to elicit protective neutralizing antibodies through vaccination a native-like conformation of the antigen is required. We therefore engineered and expressed in CHO cells several GP variants from EBOV (species Zaire ebolavirus, Mayinga variant), including a soluble GP ΔTM, a mucin-like domain-deleted GP ΔTM-ΔMUC, as well as two GP ΔTM-ΔMUC variants with C-terminal trimerization motifs in order to favor their native trimeric conformation. Inclusion of the trimerization motifs resulted in proteins mimicking GP metastable trimer and showing increased stability. The mucin-like domain appeared not to be critical for the retention of the native conformation of the GP protein, and its removal unmasked several neutralizing epitopes, especially in the trimers. The soluble GP variants inhibited mAbs neutralizing activity in a pseudotype transduction assay, further confirming the proteins' structural integrity. Interestingly, the trimeric GPs, a native-like GP complex, showed stronger affinity for antibodies raised by natural infection in EBOV disease survivors rather than for antibodies raised in volunteers that received the ChAd3-EBOZ vaccine. These results support our hypothesis that neutralizing antibodies are preferentially induced when using a native-like conformation of the GP antigen. The soluble trimeric recombinant GP proteins we developed represent a novel and promising strategy to develop prophylactic vaccines against EBOV and other filoviruses.
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Affiliation(s)
- Valentina Agnolon
- Division of Immunology and Allergy, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | | | | | - Florian M Wurm
- ExcellGene SA, Monthey, Switzerland.,Faculty of Life Sciences, École Polytechnique Fédérale De Lausanne (EPFL), Lausanne, Switzerland
| | - Charlotte Foissard
- Université Paris Saclay, Commissariat à l'Energie Atomique et aux énergies alternatives (CEA), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Département Médicaments et Technologies pour la Santé (DMTS), SPI, Bagnols-sur-Cèze, France
| | - Fabrice Gallais
- Université Paris Saclay, Commissariat à l'Energie Atomique et aux énergies alternatives (CEA), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Département Médicaments et Technologies pour la Santé (DMTS), SPI, Bagnols-sur-Cèze, France
| | - Sarah Wehrle
- Laboratory of Protein Design and Immunoengineering, École Polytechnique Fédérale De Lausanne (EPFL), Lausanne, Switzerland
| | - César Muñoz-Fontela
- Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany.,German Center for Infection Research (DZIF), Partner site Hamburg, Hamburg, Germany
| | - Laurent Bellanger
- Université Paris Saclay, Commissariat à l'Energie Atomique et aux énergies alternatives (CEA), Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Département Médicaments et Technologies pour la Santé (DMTS), SPI, Bagnols-sur-Cèze, France
| | - Bruno Emanuel Correia
- Laboratory of Protein Design and Immunoengineering, École Polytechnique Fédérale De Lausanne (EPFL), Lausanne, Switzerland
| | - Giampietro Corradin
- Department of Biochemistry, Université de Lausanne (UNIL), Epalinges, Switzerland
| | - François Spertini
- Division of Immunology and Allergy, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
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25
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Bellani CF, Ajeian J, Duffy L, Miotto M, Groenewegen L, Connon CJ. Scale-Up Technologies for the Manufacture of Adherent Cells. Front Nutr 2020; 7:575146. [PMID: 33251241 PMCID: PMC7672005 DOI: 10.3389/fnut.2020.575146] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 08/21/2020] [Indexed: 12/21/2022] Open
Abstract
Great importance is being given to the impact our food supply chain and consumers' food habits are having on the environment, human health, and animal welfare. One of the latest developments aiming at positively changing the food ecosystem is represented by cultured meat. This form of cellular agriculture has the objective to generate slaughter-free meat products starting from the cultivation of few cells harvested from the animal tissue of interest. As a consequence, a large number of cells has to be generated at a reasonable cost. Just to give an idea of the scale, there were billions of cells just in a bite of the first cultured-meat burger. Thus, one of the major challenges faced by the scientists involved in this new ambitious and fascinating field, is how to efficiently scale-up cell manufacture. Considering the great potential presented by cultured meat, audiences from different backgrounds are very interested in this topic and eager to be informed of the challenges and possible solutions in this area. In light of this, we will provide an overview of the main existing bioprocessing technologies used to scale-up adherent cells at a small and large scale. Thus, giving a brief technical description of these bioprocesses, with the main associated advantages and disadvantages. Moreover, we will introduce an alternative solution we believe has the potential to revolutionize the way adherent cells are grown, helping cultured meat become a reality.
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Affiliation(s)
- Caroline Faria Bellani
- International Center for Life, Biosciences Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Jila Ajeian
- CellulaREvolution Ltd, International Center for Life, Newcastle upon Tyne, United Kingdom
| | - Laura Duffy
- CellulaREvolution Ltd, International Center for Life, Newcastle upon Tyne, United Kingdom
| | - Martina Miotto
- CellulaREvolution Ltd, International Center for Life, Newcastle upon Tyne, United Kingdom
| | - Leo Groenewegen
- CellulaREvolution Ltd, International Center for Life, Newcastle upon Tyne, United Kingdom
| | - Che J Connon
- International Center for Life, Biosciences Institute, Newcastle University, Newcastle upon Tyne, United Kingdom.,CellulaREvolution Ltd, International Center for Life, Newcastle upon Tyne, United Kingdom
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26
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Establishment of fast-growing serum-free immortalised cells from Chinese hamster lung tissues for biopharmaceutical production. Sci Rep 2020; 10:17612. [PMID: 33077772 PMCID: PMC7572389 DOI: 10.1038/s41598-020-74735-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 09/15/2020] [Indexed: 11/09/2022] Open
Abstract
Chinese hamster (Cricetulus griseus) ovary-derived Chinese hamster ovary (CHO) cells are the most commonly used mammalian hosts for the industrial production of recombinant therapeutics because of their ability to fold, assemble, and perform post-translational modifications, such as glycosylation, on proteins. They are also valuable for their ability to grow in serum-free suspension cultures. In this study, we established a cell line derived from lung tissue of Chinese hamsters, named Chinese hamster lung (CHL)-YN cells. The biosafety of CHL-YN cells was confirmed by in vitro sterility testing, mycoplasma detection, and reverse transcriptase assays. One of the key characteristics of CHL-YN cells was their doubling time of 8.1 h in chemically defined culture medium; thus, they proliferate much faster than conventional CHO cells and general mammalian cells. Transgenes could be introduced into CHL-YN cells with high efficiency. Finally, between 50% to > 100% of the amount of glycosylated immunoglobulin G (IgG)1 produced by CHO-K1 cells was produced by CHL-YN cells over a shorter period of time. In summary, fast-growing CHL-YN cells are a unique cell line for producing recombinant proteins.
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27
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Balcerek J, Bednarek M, Sobieściak TD, Pietrucha T, Jaros S. Toward Shortened the Time-to-Market for Biopharmaceutical Proteins: Improved Fab Protein Expression Stability Using the Cre/lox System in a Multi-Use Clonal Cell Line. J Pharm Sci 2020; 110:946-951. [PMID: 33058893 DOI: 10.1016/j.xphs.2020.10.005] [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: 06/11/2020] [Revised: 09/05/2020] [Accepted: 10/05/2020] [Indexed: 10/23/2022]
Abstract
Stable gene integration and rapid selection of high-expressing clones are important when developing biopharmaceutical systems to produce a protein of interest. According to regulatory guidelines, the final production clones should be stable through multiple cell generations. To achieve long-term stable expression of Fab genes via recombinase-mediated cassette exchange (RMCE), we modified mutual configurations of the lox sequences. By inversion of the spacer orientation, we avoided the loss of the integrated gene after several dozen cycles of cell division. This feature also prevents reversible transgene integration. Although the RMCE allows us to generate transgenic lines rapidly relative to current methods, it remains difficult to obtain stable industrial cell lines for long-term culturing and for the initial development stage. In this study, we present an approach to shortening the timeline for therapeutic protein development. Our approach provides easy access to the same clonal cell line in the initial development phase, and also for the production of biopharmaceutical proteins.
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Affiliation(s)
- Julita Balcerek
- Mabion S.A. Scientific-Industrial Complex of Medical Biotechnology, ul. Langiewicza 60, 95-050 Konstantynów Łódzki, Poland
| | - Marta Bednarek
- Mabion S.A. Scientific-Industrial Complex of Medical Biotechnology, ul. Langiewicza 60, 95-050 Konstantynów Łódzki, Poland
| | - Tomasz D Sobieściak
- Mabion S.A. Scientific-Industrial Complex of Medical Biotechnology, ul. Langiewicza 60, 95-050 Konstantynów Łódzki, Poland.
| | - Tadeusz Pietrucha
- Medical University of Lodz, ul. Żeligowskiego 7/9, 90-752 Łódź, Poland
| | - Sławomir Jaros
- Mabion S.A. Scientific-Industrial Complex of Medical Biotechnology, ul. Langiewicza 60, 95-050 Konstantynów Łódzki, Poland
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Abaandou L, Sharma AK, Shiloach J. Knockout of the caspase 8-associated protein 2 gene improves recombinant protein expression in HEK293 cells through up-regulation of the cyclin-dependent kinase inhibitor 2A gene. Biotechnol Bioeng 2020; 118:186-198. [PMID: 32910455 DOI: 10.1002/bit.27561] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2020] [Revised: 07/29/2020] [Accepted: 09/03/2020] [Indexed: 12/21/2022]
Abstract
Cell lines used in bioproduction are routinely engineered to improve their production efficiency. Numerous strategies, such as random mutagenesis, RNA interference screens, and transcriptome analyses have been employed to identify effective engineering targets. A genome-wide small interfering RNA screen previously identified the CASP8AP2 gene as a potential engineering target for improved expression of recombinant protein in the HEK293 cell line. Here, we validate the CASP8AP2 gene as an engineering target in HEK293 cells by knocking it out using CRISPR/Cas9 genome editing and assessing the effect of its knockout on recombinant protein expression, cell growth, cell viability, and overall gene expression. HEK293 cells lacking CASP8AP2 showed a seven-fold increase in specific expression of recombinant luciferase and a 2.5-fold increase in specific expression of recombinant SEAP, without significantly affecting cell growth and viability. Transcriptome analysis revealed that the deregulation of the cell cycle, specifically the upregulation of the cyclin-dependent kinase inhibitor 2A (CDKN2A) gene, contributed to the improvement in recombinant protein expression in CASP8AP2 deficient cells. The results validate the CASP8AP2 gene is a viable engineering target for improved recombinant protein expression in the HEK293 cell line.
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Affiliation(s)
- Laura Abaandou
- Biotechnology Core Laboratory, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health, Bethesda, Maryland, USA.,Department of Chemistry and Biochemistry, George Mason University, Fairfax, VA, USA
| | - Ashish K Sharma
- Biotechnology Core Laboratory, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health, Bethesda, Maryland, USA
| | - Joseph Shiloach
- Biotechnology Core Laboratory, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health, Bethesda, Maryland, USA
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29
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Temporini C, Colombo R, Calleri E, Tengattini S, Rinaldi F, Massolini G. Chromatographic tools for plant-derived recombinant antibodies purification and characterization. J Pharm Biomed Anal 2020; 179:112920. [DOI: 10.1016/j.jpba.2019.112920] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 10/04/2019] [Accepted: 10/09/2019] [Indexed: 01/13/2023]
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Yilmaz D, Mehdizadeh H, Navarro D, Shehzad A, O'Connor M, McCormick P. Application of Raman spectroscopy in monoclonal antibody producing continuous systems for downstream process intensification. Biotechnol Prog 2020; 36:e2947. [DOI: 10.1002/btpr.2947] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2019] [Revised: 11/24/2019] [Accepted: 12/09/2019] [Indexed: 12/21/2022]
Affiliation(s)
- Denizhan Yilmaz
- Global Technology & Engineering, Pfizer Global Supply, Pfizer Inc., Peapack New Jersey
| | - Hamidreza Mehdizadeh
- Global Technology & Engineering, Pfizer Global Supply, Pfizer Inc., Peapack New Jersey
| | - Dunie Navarro
- Bioprocess Research & Development, Biotherapeutics Pharmaceutical Sciences, Pfizer Inc. Chesterfield Missouri
| | - Amar Shehzad
- Bioprocess Research & Development, Biotherapeutics Pharmaceutical Sciences, Pfizer Inc. Andover Massachusetts
| | - Michael O'Connor
- Bioprocess Research & Development, Biotherapeutics Pharmaceutical Sciences, Pfizer Inc. Andover Massachusetts
| | - Philip McCormick
- Bioprocess Research & Development, Biotherapeutics Pharmaceutical Sciences, Pfizer Inc. Chesterfield Missouri
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31
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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: 288] [Impact Index Per Article: 48.0] [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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32
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Recombinant Proteins for Industrial versus Pharmaceutical Purposes: A Review of Process and Pricing. Processes (Basel) 2019. [DOI: 10.3390/pr7080476] [Citation(s) in RCA: 86] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Recombinant proteins have been produced for over 30 years. Applications range from enzymes used in laundry detergents to antigen-detecting antibodies in cancer therapy. Despite similarities in manufacturing, drastic differences in retail pricing between recombinant proteins used for industrial (non-medical) versus pharmaceutical purposes exist. Industrial proteins often have a retail price in the tens of dollars per kilogram while recombinant proteins for medical use may cost billions of dollars per kilogram. This manuscript will briefly review manufacturing techniques and contrast the differences between industrial versus pharmaceutical production. Maximizing manufacturing technologies to reduce cost-of-goods (CoG) is desirable. However, the major reason for the very high pricing of pharma protein products does not reflect CoG, but the financial obligations of clinical trials, research and development, patent constraints, marketing, and return on investment.
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Fazelkhah A, Afshar S, Braasch K, Butler M, Salimi E, Bridges G, Thomson D. Cytoplasmic conductivity as a marker for bioprocess monitoring: Study of Chinese hamster ovary cells under nutrient deprivation and reintroduction. Biotechnol Bioeng 2019; 116:2896-2905. [DOI: 10.1002/bit.27115] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Revised: 06/28/2019] [Accepted: 07/04/2019] [Indexed: 12/31/2022]
Affiliation(s)
- Azita Fazelkhah
- Department of Electrical and Computer EngineeringUniversity of Manitoba Winnipeg Canada
| | - Samaneh Afshar
- Department of Electrical and Computer EngineeringUniversity of Manitoba Winnipeg Canada
| | - Katrin Braasch
- Department of MicrobiologyUniversity of Manitoba Winnipeg Canada
| | - Michael Butler
- National Institute for Bioprocessing Research and Training Dublin Ireland
| | - Elham Salimi
- Department of Electrical and Computer EngineeringUniversity of Manitoba Winnipeg Canada
| | - Greg Bridges
- Department of Electrical and Computer EngineeringUniversity of Manitoba Winnipeg Canada
| | - Douglas Thomson
- Department of Electrical and Computer EngineeringUniversity of Manitoba Winnipeg Canada
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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: 0.3] [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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35
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Calmels C, McCann A, Malphettes L, Andersen MR. Application of a curated genome-scale metabolic model of CHO DG44 to an industrial fed-batch process. Metab Eng 2019; 51:9-19. [DOI: 10.1016/j.ymben.2018.09.009] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 08/17/2018] [Accepted: 09/14/2018] [Indexed: 01/08/2023]
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36
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37
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Engelhardt B, Holze J, Elliott C, Baillie GS, Kschischo M, Fröhlich H. Modelling and mathematical analysis of the M$_{2}$ receptor-dependent joint signalling and secondary messenger network in CHO cells. MATHEMATICAL MEDICINE AND BIOLOGY-A JOURNAL OF THE IMA 2018; 35:279-297. [PMID: 28505258 DOI: 10.1093/imammb/dqx003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Received: 01/16/2016] [Accepted: 02/07/2017] [Indexed: 11/14/2022]
Abstract
The muscarinic M$_{2}$ receptor is a prominent member of the GPCR family and strongly involved in heart diseases. Recently published experimental work explored the cellular response to iperoxo-induced M$_{2}$ receptor stimulation in Chinese hamster ovary (CHO) cells. To better understand these responses, we modelled and analysed the muscarinic M$_{2}$ receptor-dependent signalling pathway combined with relevant secondary messenger molecules using mass action. In our literature-based joint signalling and secondary messenger model, all binding and phosphorylation events are explicitly taken into account in order to enable subsequent stoichiometric matrix analysis. We propose constraint flux sampling (CFS) as a method to characterize the expected shift of the steady state reaction flux distribution due to the known amount of cAMP production and PDE4 activation. CFS correctly predicts an experimentally observable influence on the cytoskeleton structure (marked by actin and tubulin) and in consequence a change of the optical density of cells. In a second step, we use CFS to simulate the effect of knock-out experiments within our biological system, and thus to rank the influence of individual molecules on the observed change of the optical cell density. In particular, we confirm the relevance of the protein RGS14, which is supported by current literature. A combination of CFS with Elementary Flux Mode analysis enabled us to determine the possible underlying mechanism. Our analysis suggests that mathematical tools developed for metabolic network analysis can also be applied to mixed secondary messenger and signalling models. This could be very helpful to perform model checking with little effort and to generate hypotheses for further research if parameters are not known.
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Affiliation(s)
- Benjamin Engelhardt
- Algorithmic Bioinformatics, Bonn-Aachen International Center for IT, Rheinische Friedrich-Wilhelms-Universität Bonn, Dahlmannstr. 2, Bonn, Germany and DFG Research Training Group 1873
| | - Janine Holze
- Department of Pharmacology and Toxicology, Institute of Pharmacy, Rheinische Friedrich-Wilhelms-Universität Bonn, Gerhard-Domagk-Str. 3, Bonn, Germany
| | - Christina Elliott
- Department of Old Age Psychiatry, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - George S Baillie
- College of Medical, Veterinary and Life Sciences, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK
| | - Maik Kschischo
- Department of Mathematics and Technology, RheinAhrCampus, University of Applied Sciences Koblenz, Joseph-Rovan-Allee 2, Remagen, Germany
| | - Holger Fröhlich
- Algorithmic Bioinformatics, Bonn-Aachen International Center for IT, Rheinische Friedrich-Wilhelms-Universität Bonn, Dahlmannstr. 2, Bonn, Germany
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38
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Bojar D, Fuhrer T, Fussenegger M. Purity by design: Reducing impurities in bioproduction by stimulus-controlled global translational downregulation of non-product proteins. Metab Eng 2018; 52:110-123. [PMID: 30468874 DOI: 10.1016/j.ymben.2018.11.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Revised: 11/01/2018] [Accepted: 11/17/2018] [Indexed: 01/22/2023]
Abstract
Capitalizing on the ability of mammalian cells to conduct complex post-translational modifications, most protein therapeutics are currently produced in cell culture systems. Addition of a signal peptide to the product protein enables its accumulation in the cell culture supernatant, but separation of the product from endogenously secreted proteins remains costly and labor-intensive. We considered that global downregulation of translation of non-product proteins would be an efficient strategy to minimize downstream processing requirements. Therefore, taking advantage of the ability of mammalian protein kinase R (PKR) to switch off most cellular translation processes in response to infection by viruses, we fused a caffeine-inducible dimerization domain to the catalytic domain of PKR. Addition of caffeine to this construct results in homodimerization and activation of PKR, effectively rewiring rapid global translational downregulation to the addition of the stimulus in a dose-dependent manner. Then, to protect translation of the target therapeutic, we screened viral and cellular internal ribosomal entry sites (IRESes) known or suspected to be resistant to PKR-induced translational stress. After choosing the best-in-class Seneca valley virus (SVV) IRES, we additionally screened for IRES transactivation factors (ITAFs) as well as for supplementary small molecules to further boost the production titer of the product protein under conditions of global translational downregulation. Importantly, the residual global translation activity of roughly 10% under maximal downregulation is sufficient to maintain cellular viability during a production timeframe of at least five days. Standard industrially used adherent as well as suspension-adapted cell lines transfected with this synthetic biology-inspired Protein Kinase R-Enhanced Protein Production (PREPP) system could produce several medicinally relevant protein therapeutics, such as the blockbuster drug rituximab, in substantial quantities and with significantly higher purity than previous culture technologies. We believe incorporation of such purity-by-design technology in the production process will alleviate downstream processing bottlenecks in future biopharmaceutical manufacturing.
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Affiliation(s)
- Daniel Bojar
- ETH Zurich, Department of Biosystems Science and Engineering, Mattenstrasse 26, 4058 Basel, Switzerland
| | - Tobias Fuhrer
- ETH Zurich, Institute of Molecular Systems Biology, Auguste-Piccard-Hof 1, 8093 Zurich, Switzerland
| | - Martin Fussenegger
- ETH Zurich, Department of Biosystems Science and Engineering, Mattenstrasse 26, 4058 Basel, Switzerland; Faculty of Life Science, University of Basel, Mattenstrasse 26, CH-4058 Basel, Switzerland.
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39
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Geoghegan D, Arnall C, Hatton D, Noble-Longster J, Sellick C, Senussi T, James DC. Control of amino acid transport into Chinese hamster ovary cells. Biotechnol Bioeng 2018; 115:2908-2929. [PMID: 29987891 DOI: 10.1002/bit.26794] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Revised: 06/06/2018] [Accepted: 07/04/2018] [Indexed: 12/21/2022]
Abstract
Amino acid transporters (AATs) represent a key interface between the cell and its environment, critical for all cellular processes: Energy generation, redox control, and synthesis of cell and product biomass. However, very little is known about the activity of different functional classes of AATs in Chinese hamster ovary (CHO) cells, how they support cell growth and productivity, and the potential for engineering their activity and/or the composition of amino acids in growth media to improve CHO cell performance in vitro. In this study, we have comparatively characterized AAT expression in untransfected and monoclonal antibody (MAb)-producing CHO cells using transcriptome analysis by RNA-seq, and mechanistically dissected AAT function using a variety of transporter-specific chemical inhibitors, comparing their effect on cell proliferation, recombinant protein production, and amino acid transport. Of a possible 56 mammalian plasma membrane AATs, 16 AAT messenger RNAs (mRNAs) were relatively abundant across all CHO cell populations. Of these, a subset of nine AAT mRNAs were more abundant in CHO cells engineered to produce a recombinant MAb. Together, upregulated AATs provide additional supply of specific amino acids overrepresented in MAb biomass compared to CHO host cell biomass, enable transport of synthetic substrates for glutathione synthesis, facilitate transport of essential amino acids to maintain active protein synthesis, and provide amino acid substrates for coordinated antiport systems to maintain supplies of proteinogenic and essential amino acids.
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Affiliation(s)
- Darren Geoghegan
- Department of Chemical and Biological Engineering, University of Sheffield, Sheffield, UK
| | - Claire Arnall
- Department of Chemical and Biological Engineering, University of Sheffield, Sheffield, UK
| | | | - Joanne Noble-Longster
- Department of Chemical and Biological Engineering, University of Sheffield, Sheffield, UK
| | | | | | - David C James
- Department of Chemical and Biological Engineering, University of Sheffield, Sheffield, UK
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40
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A new strategy for fed-batch process control of HEK293 cell cultures based on alkali buffer addition monitoring: comparison with O.U.R. dynamic method. Appl Microbiol Biotechnol 2018; 102:10469-10483. [DOI: 10.1007/s00253-018-9388-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Revised: 09/06/2018] [Accepted: 09/09/2018] [Indexed: 02/02/2023]
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41
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Hunter M, Yuan P, Vavilala D, Fox M. Optimization of Protein Expression in Mammalian Cells. ACTA ACUST UNITED AC 2018; 95:e77. [DOI: 10.1002/cpps.77] [Citation(s) in RCA: 83] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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42
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Bojar D, Fussenegger M. Programming mammalian gene expression with the antibiotic simocyclinone D8 and the flavonoid luteolin. AIChE J 2018. [DOI: 10.1002/aic.16365] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Daniel Bojar
- Dept. of Biosystems Science and Engineering; ETH Zurich; Basel Switzerland
| | - Martin Fussenegger
- Dept. of Biosystems Science and Engineering; ETH Zurich; Basel Switzerland
- Faculty of Science; University of Basel; Basel Switzerland
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43
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Li Q, Wang Q, Wang O, Shao K, Lin H, Lei Y. A simple and scalable hydrogel-based system for culturing protein-producing cells. PLoS One 2018; 13:e0190364. [PMID: 29293594 PMCID: PMC5749782 DOI: 10.1371/journal.pone.0190364] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Accepted: 12/13/2017] [Indexed: 01/08/2023] Open
Abstract
Recombinant protein therapeutics have become important components of the modern medicine. Majority of them are produced with mammalian cells that are cultured either through adherent culturing, in which cells are cultured on substrates, or suspension culturing, in which cells are suspended and cultured in agitated cell culture medium in a culture vessel. The adherent cell culturing method is limited by its low yield. In suspension culturing, cells need extensive genetic manipulation to grow as single cells at high density, which is time- and labor-consuming. Here, we report a new method, which utilizes a thermoreversible hydrogel as the scaffold for culturing protein-expressing cells. The hydrogel scaffolds not only provide 3D spaces for the cells, but also act as physical barriers to prevent excessive cellular agglomeration and protect cells from the hydrodynamic stresses. As a result, cells can grow at high viability, high growth rate, and extremely high yield even without genetic manipulations. The cell yield in the hydrogels is around 20 times of the suspension culturing. In addition, the protein productivity per cell per day in the hydrogel is higher than the adherent culturing method. This new method is simple, scalable and defined. It will be of great value for both the research laboratories and pharmaceutical industry for producing proteins.
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Affiliation(s)
- Qiang Li
- Department of Chemical and Biomolecular Engineering, University of Nebraska, Lincoln, Nebraska, United States of America
- Biomedical Engineering Program, University of Nebraska, Lincoln, Nebraska, United States of America
| | - Qiaofeng Wang
- Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Ou Wang
- Department of Chemical and Biomolecular Engineering, University of Nebraska, Lincoln, Nebraska, United States of America
- Biomedical Engineering Program, University of Nebraska, Lincoln, Nebraska, United States of America
| | - Kaifeng Shao
- Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China
| | - Haishuang Lin
- Department of Chemical and Biomolecular Engineering, University of Nebraska, Lincoln, Nebraska, United States of America
| | - Yuguo Lei
- Department of Chemical and Biomolecular Engineering, University of Nebraska, Lincoln, Nebraska, United States of America
- Biomedical Engineering Program, University of Nebraska, Lincoln, Nebraska, United States of America
- Mary and Dick Holland Regenerative Medicine Program, University of Nebraska Medical Center, Omaha, Nebraska, United States of America
- Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska, United States of America
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45
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Kyriakopoulos S, Ang KS, Lakshmanan M, Huang Z, Yoon S, Gunawan R, Lee DY. Kinetic Modeling of Mammalian Cell Culture Bioprocessing: The Quest to Advance Biomanufacturing. Biotechnol J 2017; 13:e1700229. [DOI: 10.1002/biot.201700229] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2017] [Revised: 09/27/2017] [Accepted: 10/11/2017] [Indexed: 12/15/2022]
Affiliation(s)
- Sarantos Kyriakopoulos
- Bioprocessing Technology Institute, Agency for Science; Technology and Research (A*STAR); Singapore
| | - Kok Siong Ang
- Bioprocessing Technology Institute, Agency for Science; Technology and Research (A*STAR); Singapore
| | - Meiyappan Lakshmanan
- Bioprocessing Technology Institute, Agency for Science; Technology and Research (A*STAR); Singapore
| | - Zhuangrong Huang
- Department of Chemical Engineering; University of Massachusetts Lowell; Lowell MA USA
| | - Seongkyu Yoon
- Department of Chemical Engineering; University of Massachusetts Lowell; Lowell MA USA
| | - Rudiyanto Gunawan
- Institute for Chemical and Bioengineering; ETH Zurich; Zurich Switzerland
| | - Dong-Yup Lee
- Bioprocessing Technology Institute, Agency for Science; Technology and Research (A*STAR); Singapore
- Department of Chemical and Biomolecular Engineering; National University of Singapore; Singapore
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46
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Li Q, Wang W, Guo X, Jia YL, Wang YF, Wang TY. A short synthetic chimeric sequence harboring matrix attachment region/PSAR2 increases transgene expression in Chinese hamster ovary cells. Biosci Biotechnol Biochem 2017; 81:1755-1761. [DOI: 10.1080/09168451.2017.1350563] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Abstract
A chimeric DNA fragment containing an interferon-beta matrix attachment region (MAR) and an immunoglobulin MAR (PSAR2) was synthesized. PSAR2 was cloned into the upstream or downstream region of an enhanced green fluorescent protein (eGFP) expression cassette in a eukaryotic vector, which was then transfected into CHO cells. The results showed that PSAR2 did not effectively increase transgene expression when it was cloned into the upstream region of the eGFP expression cassette. However, when inserted downstream of the eGFP expression cassette, PSAR2-enhanced transient transgene expression and significantly increased the numbers of stably transfected cells compared with the control vector. Additionally, PSAR2 significantly increased eGFP copy numbers as compared with the control vector. PSAR2 could significantly enhance transgene expression in CHO cells according to the position in the vector and increased transgene copy numbers. We found a short chimeric sequence harboring two MARs effectively increased transgene expression in CHO cells.
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Affiliation(s)
- Qin Li
- Department of Biochemistry and Molecular Biology, Xinxiang Medical University, Xinxiang, China
| | - Wen Wang
- Pharmacy College, Xinxiang Medical University, Xinxiang, China
| | - Xiao Guo
- Pharmacy College, Xinxiang Medical University, Xinxiang, China
| | - Yan-Long Jia
- Pharmacy College, Xinxiang Medical University, Xinxiang, China
| | - Yan-Fang Wang
- Department of Biochemistry and Molecular Biology, Xinxiang Medical University, Xinxiang, China
| | - Tian-Yun Wang
- Department of Biochemistry and Molecular Biology, Xinxiang Medical University, Xinxiang, China
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47
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Brown AJ, Kalsi D, Fernandez-Martell A, Cartwright J, Barber NOW, Patel YD, Turner R, Bryant CL, Johari YB, James DC. Expression Systems for Recombinant Biopharmaceutical Production by Mammalian Cells in Culture. METHODS AND PRINCIPLES IN MEDICINAL CHEMISTRY 2017. [DOI: 10.1002/9783527699124.ch13] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Affiliation(s)
- Adam J. Brown
- University of Sheffield; Department of Chemical and Biological Engineering; Mappin St. Sheffield S1 3JD UK
| | - Devika Kalsi
- University of Sheffield; Department of Chemical and Biological Engineering; Mappin St. Sheffield S1 3JD UK
| | | | - Joe Cartwright
- University of Sheffield; Department of Chemical and Biological Engineering; Mappin St. Sheffield S1 3JD UK
| | - Nicholas O. W. Barber
- University of Sheffield; Department of Chemical and Biological Engineering; Mappin St. Sheffield S1 3JD UK
| | - Yash D. Patel
- University of Sheffield; Department of Chemical and Biological Engineering; Mappin St. Sheffield S1 3JD UK
| | | | - Claire L. Bryant
- University of Sheffield; Department of Chemical and Biological Engineering; Mappin St. Sheffield S1 3JD UK
| | - Yusuf B. Johari
- University of Sheffield; Department of Chemical and Biological Engineering; Mappin St. Sheffield S1 3JD UK
| | - David C. James
- University of Sheffield; Department of Chemical and Biological Engineering; Mappin St. Sheffield S1 3JD UK
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Gupta SK, Shukla P. Sophisticated Cloning, Fermentation, and Purification Technologies for an Enhanced Therapeutic Protein Production: A Review. Front Pharmacol 2017; 8:419. [PMID: 28725194 PMCID: PMC5495827 DOI: 10.3389/fphar.2017.00419] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2017] [Accepted: 06/13/2017] [Indexed: 11/27/2022] Open
Abstract
The protein productions strategies are crucial towards the development of application based research and elucidating the novel purification strategies for industrial production. Currently, there are few innovative avenues are studies for cloning, upstream, and purification through efficient bioprocess development. Such strategies are beneficial for industries as well as proven to be vital for effectual therapeutic protein development. Though, these techniques are well documented, but, there is scope of addition to current knowledge with novel and new approaches and it will pave new avenues in production of recombinant microbial and non-microbial proteins including secondary metabolites. In this review, we have focussed on the recent development in clone selection, various modern fermentation and purification technologies and future directions in these emerging areas. Moreover, we have also highlighted notable perspectives and challenges involved in the bioengineering of such proteins, including quality by design, gene editing and pioneering ideas. The biopharmaceutical industries continue to shift towards more flexible, automated platforms and economical product development, which in turn can help in developing the cost effective processes and affordable drug development for a large community.
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Affiliation(s)
- Sanjeev K Gupta
- Advanced Biotech Lab, Ipca Laboratories Ltd.,Mumbai, India.,Enzyme Technology and Protein Bioinformatics Laboratory, Department of Microbiology, Maharshi Dayanand UniversityRohtak, India
| | - Pratyoosh Shukla
- Enzyme Technology and Protein Bioinformatics Laboratory, Department of Microbiology, Maharshi Dayanand UniversityRohtak, India
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Lin HH, Lee TY, Liu TW, Tseng CP. High glucose enhances cAMP level and extracellular signal-regulated kinase phosphorylation in Chinese hamster ovary cell: Usage of Br-cAMP in foreign protein β-galactosidase expression. J Biosci Bioeng 2017; 124:108-114. [PMID: 28286121 DOI: 10.1016/j.jbiosc.2017.02.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2016] [Revised: 01/29/2017] [Accepted: 02/10/2017] [Indexed: 12/16/2022]
Abstract
Glucose is a carbon source for Chinese hamster ovary (CHO) cell growth, while low growth rate is considered to enhance the production of recombinant proteins. The present study reveals that glucose concentrations higher than 1 g/L reduce the growth rate and substantially increase in cAMP (∼300%) at a high glucose concentration (10 g/L). High glucose also enhances the phosphorylation of extracellular signal-regulated kinase (ERK) and p27kip by Western blot analysis. To determine whether the phosphorylation of ERK is involved in the mechanism, a cyclic-AMP dependent protein kinase A (PKA) inhibitor (H-8) or MEK (MAPKK) inhibitor (PD98059) was added to block ERK phosphorylation. We show that both the high glucose-induced ERK phosphorylation and growth rate return to baseline levels. These results suggest that the cAMP/PKA and MAP signaling pathways are involved in the abovementioned mechanism. Interestingly, the direct addition of 8-bromo-cAMP (Br-cAMP), a membrane-permeable cAMP analog, can mimic the similar effects produced by high glucose. Subsequently Br-cAMP could induce β-galactosidase (β-Gal) recombinant protein expression by 1.6-fold. Furthermore, Br-cAMP can additionally enhance the β-Gal production (from 2.8- to 4.5-fold) when CHO cells were stimulated with glycerol, thymidine, dimethyl sulfoxide, pentanoic acid, or sodium butyrate. Thus, Br-cAMP may be used as an alternative agent in promoting foreign protein expression for CHO cells.
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Affiliation(s)
- Hsiao-Hsien Lin
- Department of Biological Science and Technology, National Chiao Tung University, 75 Po-Ai Street, Hsinchu 30068, Taiwan, ROC
| | - Tsung-Yih Lee
- Department of Biological Science and Technology, National Chiao Tung University, 75 Po-Ai Street, Hsinchu 30068, Taiwan, ROC
| | - Ting-Wei Liu
- Department of Biological Science and Technology, National Chiao Tung University, 75 Po-Ai Street, Hsinchu 30068, Taiwan, ROC
| | - Ching-Ping Tseng
- Department of Biological Science and Technology, National Chiao Tung University, 75 Po-Ai Street, Hsinchu 30068, Taiwan, ROC.
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50
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Kawabe Y, Inao T, Komatsu S, Huang G, Ito A, Omasa T, Kamihira M. Improved recombinant antibody production by CHO cells using a production enhancer DNA element with repeated transgene integration at a predetermined chromosomal site. J Biosci Bioeng 2017; 123:390-397. [DOI: 10.1016/j.jbiosc.2016.10.011] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2016] [Accepted: 10/19/2016] [Indexed: 02/05/2023]
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