1
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Jarusintanakorn S, Rangnoi K, Yamabhai M, Mastrobattista E. Effect of adenosine and cordycepin on recombinant antibody production yields in two different Chinease hamster ovary cell lines. Biotechnol Prog 2024; 40:e3403. [PMID: 37985175 DOI: 10.1002/btpr.3403] [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: 05/31/2023] [Revised: 08/23/2023] [Accepted: 10/23/2023] [Indexed: 11/22/2023]
Abstract
In this study, we investigated the effect of adenosine and its derivative cordycepin on the production yield of a recombinant human monoclonal antibody (adalimumab) in two commonly used Chinese Hamster ovary (CHO) cell lines that have different gene amplification systems, namely CHO-DHFR- and GS-CHO knockout (GS-KO CHO) cells and that were grown in batch culture, with and without glucose feeding. The results showed that adenosine suppressed the cell growth rate and increased the fraction of cells in S phase of the cell cycle for both CHO cell lines. Different concentrations and exposure times of adenosine feeding were tested. The optimal yield of adalimumab production was achieved with the addition of 1 mM adenosine on day 2 after start of the batch culture. Adenosine could significantly improve antibody titers and productivity in both CHO cell lines in cultures without glucose feeding. However, upon glucose feeding, adenosine did not improve antibody titers in CHO-DHFR- cells but extended culture duration and significantly increased antibody titers in GS-KO CHO cells. Therefore, adenosine supplementation might be useful for antibody production in GS-KO CHO cells in medium- to large-scale batches. In case of cordycepin, a derivative of adenosine, CHO-DHFR- cells required higher concentration of cordycepin than GS-KO CHO cells around 10 times to display the changes in cell growth and cell cycle. Moreover, cordycepin could significantly increase antibody titers only in CHO-DHFR- cell cultures without glucose feeding.
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Affiliation(s)
- Salinthip Jarusintanakorn
- Department of Pharmaceutics, Faculty of Science, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht University, Utrecht, Netherlands
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand
- Molecular Biotechnology Laboratory, School of Biotechnology, Institute of Agricultural Technology, Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - Kuntalee Rangnoi
- Molecular Biotechnology Laboratory, School of Biotechnology, Institute of Agricultural Technology, Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - Montarop Yamabhai
- Molecular Biotechnology Laboratory, School of Biotechnology, Institute of Agricultural Technology, Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - Enrico Mastrobattista
- Department of Pharmaceutics, Faculty of Science, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht University, Utrecht, Netherlands
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2
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Syddall KL, Fernandez-Martell A, Cartwright JF, Alexandru-Crivac CN, Hodgson A, Racher AJ, Young RJ, James DC. Directed evolution of biomass intensive CHO cells by adaptation to sub-physiological temperature. Metab Eng 2024; 81:53-69. [PMID: 38007176 DOI: 10.1016/j.ymben.2023.11.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 11/05/2023] [Accepted: 11/19/2023] [Indexed: 11/27/2023]
Abstract
We report a simple and effective means to increase the biosynthetic capacity of host CHO cells. Lonza proprietary CHOK1SV® cells were evolved by serial sub-culture for over 150 generations at 32 °C. During this period the specific proliferation rate of hypothermic cells gradually recovered to become comparable to that of cells routinely maintained at 37 °C. Cold-adapted cell populations exhibited (1) a significantly increased volume and biomass content (exemplified by total RNA and protein), (2) increased mitochondrial function, (3) an increased antioxidant capacity, (4) altered central metabolism, (5) increased transient and stable productivity of a model IgG4 monoclonal antibody and Fc-fusion protein, and (6) unaffected recombinant protein N-glycan processing. This phenotypic transformation was associated with significant genome-scale changes in both karyotype and the relative abundance of thousands of cellular mRNAs across numerous functional groups. Taken together, these observations provide evidence of coordinated cellular adaptations to sub-physiological temperature. These data reveal the extreme genomic/functional plasticity of CHO cells, and that directed evolution is a viable genome-scale cell engineering strategy that can be exploited to create host cells with an increased cellular capacity for recombinant protein production.
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Affiliation(s)
- Katie L Syddall
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, S1 3JD, UK
| | - Alejandro Fernandez-Martell
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, S1 3JD, UK
| | - Joseph F Cartwright
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, S1 3JD, UK
| | - Cristina N Alexandru-Crivac
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, S1 3JD, UK
| | - Adam Hodgson
- Department of Molecular Biology and Biotechnology, University of Sheffield, Sheffield, S10 2TN, UK
| | | | | | - David C James
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, S1 3JD, UK.
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3
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Chen C, Wang Z, Sun Z, Li W, Dimitrov DS. Development of an efficient method for selection of stable cell pools for protein expression and surface display with Expi293F cells. Cell Biochem Funct 2023; 41:355-364. [PMID: 36864545 DOI: 10.1002/cbf.3787] [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: 11/23/2022] [Accepted: 02/18/2023] [Indexed: 03/04/2023]
Abstract
Compare with transient expression, stable cell lines generally have higher productivity and better quality for protein expression. However, selection of stable cell line is time-consuming and laborious. Here we describe an optimized selection method to achieve high-efficient stable cell pools with Expi293F suspension cells. This method only takes 2-3 weeks to generate stable cell pools with 2- to 10-fold higher productivity than transient gene expression (TGE). In fed-batch culture with Yeastolate, >1 g/L yield was achieved with our KTN0239-IgG stable cell pool in shaker flasks. This method can be also applied to efficiently display proteins on the cell surface.
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Affiliation(s)
- Chuan Chen
- Division of Infectious Diseases, Department of Medicine, Center for Antibody Therapeutics, University of Pittsburgh Medical School, Pittsburgh, Pennsylvania, USA
| | - Zening Wang
- Institute of Molecular Medicine, University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Zehua Sun
- Division of Infectious Diseases, Department of Medicine, Center for Antibody Therapeutics, University of Pittsburgh Medical School, Pittsburgh, Pennsylvania, USA.,Abound Bio, Pittsburgh, Pennsylvania, USA
| | - Wei Li
- Division of Infectious Diseases, Department of Medicine, Center for Antibody Therapeutics, University of Pittsburgh Medical School, Pittsburgh, Pennsylvania, USA
| | - Dimiter S Dimitrov
- Division of Infectious Diseases, Department of Medicine, Center for Antibody Therapeutics, University of Pittsburgh Medical School, Pittsburgh, Pennsylvania, USA.,Abound Bio, Pittsburgh, Pennsylvania, USA
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4
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Improved Titer in Late-Stage Mammalian Cell Culture Manufacturing by Re-Cloning. Bioengineering (Basel) 2022; 9:bioengineering9040173. [PMID: 35447733 PMCID: PMC9030702 DOI: 10.3390/bioengineering9040173] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 04/09/2022] [Accepted: 04/11/2022] [Indexed: 01/19/2023] Open
Abstract
Improving productivity to reduce the cost of biologics manufacturing and ensure that therapeutics can reach more patients remains a major challenge faced by the biopharmaceutical industry. Chinese hamster ovary (CHO) cell lines are commonly prepared for biomanufacturing by single cell cloning post-transfection and recovery, followed by lead clone screening, generation of a research cell bank (RCB), cell culture process development, and manufacturing of a master cell bank (MCB) to be used in early phase clinical manufacturing. In this study, it was found that an additional round of cloning and clone selection from an established monoclonal RCB or MCB (i.e., re-cloning) significantly improved titer for multiple late phase monoclonal antibody upstream processes. Quality attributes remained comparable between the processes using the parental clones and the re-clones. For two CHO cells expressing different antibodies, the re-clone performance was successfully scaled up at 500-L or at 2000-L bioreactor scales, demonstrating for the first time that the re-clone is suitable for late phase and commercial manufacturing processes for improvement of titer while maintaining comparable product quality to the early phase process.
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5
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Ferreira KB, Benlegrimet A, Diane G, Pasquier V, Guillot R, De Poli M, Chappuis L, Vishwanathan N, Souquet J, Broly H, Bielser JM. Transfer of continuous manufacturing process principles for mAb production in a GMP environment - a step in the transition from batch to continuous. Biotechnol Prog 2022; 38:e3259. [PMID: 35412696 DOI: 10.1002/btpr.3259] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 04/06/2022] [Accepted: 04/09/2022] [Indexed: 11/09/2022]
Abstract
Implementation of continuous in lieu of batch upstream processing (USP) and downstream process (DSP) for the production of recombinant therapeutic protein is a significant paradigm change. The present report describes how the first kilograms of monoclonal antibody were produced with equipment originally designed for batch operations while using continuous manufacturing processes and principles. Project timelines for the delivery of clinical material have driven this ambition and helped the transition. Nevertheless, because of equipment availability, a tradeoff between the envisaged continuous downstream process (cDSP) operations and the ones described in this paper had to be taken. A total of 2.1 kg of monoclonal antibody were produced in two GMP runs for clinical trials. For USP, a 200-L single-use pilot scale bioreactor was upgraded to enable perfusion operation. DSP steps were designed to be easily transferable to cDSP for later clinical or commercial productions. An in-line conditioning buffer preparation strategy was tested in a discontinuous way to prove its efficiency and the purification cascade was structured in parallel to the continuous collection of antibody-containing cell culture supernatant. This strategy will avoid any process change when later moving to the continuous equipment that are currently under qualification. Alignment between small-scale references runs and the GMP runs in terms of productivity and quality confirmed that the presented approach was valid. Thus, we demonstrate that existing fed-batch infrastructure can be adapted to continuous manufacturing without significant additional investments. Such approach is useful to evaluate next generation manufacturing processes before making large investments.
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Affiliation(s)
| | | | - Gabriel Diane
- Biotech Process Sciences, Merck KGaA, Aubonne, Switzerland
| | - Victor Pasquier
- Biotech Process Sciences, Merck KGaA, Corsier-sur-Vevey, Switzerland
| | - Raphael Guillot
- Biotech Process Sciences, Merck KGaA, Corsier-sur-Vevey, Switzerland
| | - Marc De Poli
- Biotech Process Sciences, Merck KGaA, Aubonne, Switzerland
| | - Loïc Chappuis
- Biotech Process Sciences, Merck KGaA, Aubonne, Switzerland
| | | | - Jonathan Souquet
- Biotech Process Sciences, Merck KGaA, Corsier-sur-Vevey, Switzerland
| | - Hervé Broly
- Biotech Process Sciences, Merck KGaA, Corsier-sur-Vevey, Switzerland
| | - Jean-Marc Bielser
- Biotech Process Sciences, Merck KGaA, Corsier-sur-Vevey, Switzerland
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6
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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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7
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Caso S, Aeby M, Jordan M, Guillot R, Bielser J. Effects of pyruvate on primary metabolism and product quality for a high‐density perfusion process. Biotechnol Bioeng 2022; 119:1053-1061. [DOI: 10.1002/bit.28033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 12/20/2021] [Accepted: 12/24/2021] [Indexed: 11/09/2022]
Affiliation(s)
- Stefania Caso
- Biotech Process Sciences, Merck KGaA Corsier‐sur‐Vevey Switzerland
| | - Mathieu Aeby
- Biotech Process Sciences, Merck KGaA Corsier‐sur‐Vevey Switzerland
| | - Martin Jordan
- Biotech Process Sciences, Merck KGaA Corsier‐sur‐Vevey Switzerland
| | - Raphael Guillot
- Biotech Process Sciences, Merck KGaA Corsier‐sur‐Vevey Switzerland
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8
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Huhn SC, Ou Y, Tang X, Jiang B, Liu R, Lin H, Du Z. Improvement of the efficiency and quality in developing a new CHO host cell line. Biotechnol Prog 2021; 37:e3185. [PMID: 34142466 DOI: 10.1002/btpr.3185] [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: 01/05/2021] [Revised: 05/11/2021] [Accepted: 06/14/2021] [Indexed: 12/26/2022]
Abstract
Chinese hamster ovary (CHO) cells are a ubiquitous tool for industrial therapeutic recombinant protein production. However, consistently generating high-producing clones remains a major challenge during the cell line development process. The glutamine synthetase (GS) and dihydrofolate reductase (DHFR) selection systems are commonly used CHO expression platforms based on controlling the balance of expression between the transgenic and endogenous GS or DHFR genes. Since the expression of the endogenous selection gene in CHO hosts can interfere with selection, generating a corresponding null CHO cell line is required to improve selection stringency, productivity, and stability. However, the efficiency of generating bi-allelic genetic knockouts using conventional protocols is very low (<5%). This significantly affects clone screening efficiency and reduces the chance of identifying robust knockout host cell lines. In this study, we use the GS expression system as an example to improve the genome editing process with zinc finger nucleases (ZFNs), resulting in improved GS-knockout efficiency of up to 46.8%. Furthermore, we demonstrate a process capable of enriching knockout CHO hosts with robust bioprocess traits. This integrated host development process yields a larger number of GS-knockout hosts with desired growth and recombinant protein expression characteristics.
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Affiliation(s)
- Steven C Huhn
- Biologics Upstream Process Development, MRL, Merck & Co., Inc., Kenilworth, New Jersey, USA
| | - Yang Ou
- Biologics Upstream Process Development, MRL, Merck & Co., Inc., Kenilworth, New Jersey, USA.,MRL Postdoctoral Research Program, Merck & Co., Inc., Kenilworth, New Jersey, USA
| | - Xiaoyan Tang
- Biologics Upstream Process Development, MRL, Merck & Co., Inc., Kenilworth, New Jersey, USA
| | - Bo Jiang
- Biologics Upstream Process Development, MRL, Merck & Co., Inc., Kenilworth, New Jersey, USA
| | - Ren Liu
- Biologics Upstream Process Development, MRL, Merck & Co., Inc., Kenilworth, New Jersey, USA
| | - Henry Lin
- Biologics Upstream Process Development, MRL, Merck & Co., Inc., Kenilworth, New Jersey, USA
| | - Zhimei Du
- Biologics Upstream Process Development, MRL, Merck & Co., Inc., Kenilworth, New Jersey, USA
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9
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Continuous bleed recycling significantly increases recombinant protein production yield in perfusion cell cultures. Biochem Eng J 2021. [DOI: 10.1016/j.bej.2021.107966] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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10
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Coagulation factor IX analysis in bioreactor cell culture supernatant predicts quality of the purified product. Commun Biol 2021; 4:390. [PMID: 33758337 PMCID: PMC7988164 DOI: 10.1038/s42003-021-01903-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Accepted: 02/18/2021] [Indexed: 02/07/2023] Open
Abstract
Coagulation factor IX (FIX) is a complex post-translationally modified human serum glycoprotein and high-value biopharmaceutical. The quality of recombinant FIX (rFIX), especially complete γ-carboxylation, is critical for rFIX clinical efficacy. Bioreactor operating conditions can impact rFIX production and post-translational modifications (PTMs). With the goal of optimizing rFIX production, we developed a suite of Data Independent Acquisition Mass Spectrometry (DIA-MS) proteomics methods and used these to investigate rFIX yield, γ-carboxylation, other PTMs, and host cell proteins during bioreactor culture and after purification. We detail the dynamics of site-specific PTM occupancy and structure on rFIX during production, which correlated with the efficiency of purification and the quality of the purified product. We identified new PTMs in rFIX near the GLA domain which could impact rFIX GLA-dependent purification and function. Our workflows are applicable to other biologics and expression systems, and should aid in the optimization and quality control of upstream and downstream bioprocesses.
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11
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Bielser JM, Kraus L, Burgos-Morales O, Broly H, Souquet J. Reduction of medium consumption in perfusion mammalian cell cultures using a perfusion rate equivalent concentrated nutrient feed. Biotechnol Prog 2020; 36:e3026. [PMID: 32415806 DOI: 10.1002/btpr.3026] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 04/30/2020] [Accepted: 05/12/2020] [Indexed: 12/15/2022]
Abstract
Media preparation for perfusion cell culture processes contributes significantly to operational costs and the footprint of continuous operations for therapeutic protein manufacturing. In this study, definitions are given for the use of a perfusion equivalent nutrient feed stream which, when used in combination with basal perfusion medium, supplements the culture with targeted compounds and increases the medium depth. Definitions to compare medium and feed depth are given in this article. Using a concentrated nutrient feed, a 1.8-fold medium consumption (MC) decrease and a 1.67-fold increase in volumetric productivity (PR) were achieved compared to the initial condition. Later, this strategy was used to push cell densities above 100 × 106 cells/ml while using a perfusion rate below 2 RV/day. In this example, MC was also decreased 1.8-fold compared to the initial condition, but due to the higher cell density, PR was increased 3.1-fold and to an average PR value of 1.36 g L-1 day-1 during a short stable phase, and versus 0.46 g L-1 day-1 in the initial condition. Overall, the performance improvements were aligned with the given definitions. This multiple feeding strategy can be applied to gain some flexibility during process development and also in a manufacturing set-up to enable better control on nutrient addition.
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Affiliation(s)
- Jean-Marc Bielser
- Biotech Process Sciences, Merck Biopharma, Corsier-sur-Vevey, Switzerland
| | - Leon Kraus
- Biotech Process Sciences, Merck Biopharma, Corsier-sur-Vevey, Switzerland
| | | | - Hervé Broly
- Biotech Process Sciences, Merck Biopharma, Corsier-sur-Vevey, Switzerland
| | - Jonathan Souquet
- Biotech Process Sciences, Merck Biopharma, Corsier-sur-Vevey, Switzerland
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12
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Morris C, Polanco A, Yongky A, Xu J, Huang Z, Zhao J, McFarland KS, Park S, Warrack B, Reily M, Borys MC, Li Z, Yoon S. Bigdata analytics identifies metabolic inhibitors and promoters for productivity improvement and optimization of monoclonal antibody (mAb) production process. BIORESOUR BIOPROCESS 2020. [DOI: 10.1186/s40643-020-00318-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
AbstractRecent advances in metabolite quantification and identification have enabled new research into the detection and control of titer inhibitors and promoters. This paper presents a bigdata analytics study to identify both inhibitors and promoters using multivariate data analysis of metabolomics data. By applying multi-way partial least squares (PLS) model to metabolite data from four fed-batch bioreactor conditions where feed formulation and selection agent concentrations varied, metabolites which exhibited the most significant impact on titer during cultivation were ranked from highest to lowest. The model outputs were then constrained to reduce the number of statistically relevant inhibitors or promoters to the top ten, which were used to conduct metabolic pathway analysis. Furthermore, a method is presented for identifying amino acids that prevent the accumulation of the inhibitors and/or enhance the formation of promoters during production. Finally, the metabolomics and pathway analysis results were integrated and validated with transcriptomics data to characterize metabolic changes occurring among different growth conditions. From these results, new feeding strategies were implemented which resulted in increased fed-batch production titer. Methodology from this work could be applied to future process optimization strategies for biotherapeutic production.
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13
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Zacchi LF, Recinos DR, Otte E, Aitken C, Hunt T, Sandford V, Lee YY, Schulz BL, Howard CB. S-Trap Eliminates Cell Culture Media Polymeric Surfactants for Effective Proteomic Analysis of Mammalian Cell Bioreactor Supernatants. J Proteome Res 2020; 19:2149-2158. [DOI: 10.1021/acs.jproteome.0c00106] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Lucia F. Zacchi
- ARC Training Centre for Biopharmaceutical Innovation, Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St. Lucia, Queensland 4072, Australia
| | - Dinora Roche Recinos
- ARC Training Centre for Biopharmaceutical Innovation, Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St. Lucia, Queensland 4072, Australia
- CSL Limited, Parkville, Victoria 3052, Australia
| | - Ellen Otte
- CSL Limited, Parkville, Victoria 3052, Australia
| | | | - Tony Hunt
- CSL Limited, Parkville, Victoria 3052, Australia
| | | | - Yih Yean Lee
- CSL Limited, Parkville, Victoria 3052, Australia
| | - Benjamin L. Schulz
- ARC Training Centre for Biopharmaceutical Innovation, Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St. Lucia, Queensland 4072, Australia
- School of Chemistry and Molecular Biosciences, The University of Queensland, St. Lucia, Queensland 4072, Australia
| | - Christopher B. Howard
- ARC Training Centre for Biopharmaceutical Innovation, Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St. Lucia, Queensland 4072, Australia
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14
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Tian J, He Q, Oliveira C, Qian Y, Egan S, Xu J, Qian N, Langsdorf E, Warrack B, Aranibar N, Reily M, Borys M, Li ZJ. Increased MSX level improves biological productivity and production stability in multiple recombinant GS CHO cell lines. Eng Life Sci 2020; 20:112-125. [PMID: 32874175 PMCID: PMC7447880 DOI: 10.1002/elsc.201900124] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Revised: 09/27/2019] [Accepted: 11/13/2019] [Indexed: 01/17/2023] Open
Abstract
Increasing cell culture productivity of recombinant proteins via process improvements is the primary focus for research groups within biologics manufacturing. Any recommendations to improve a manufacturing process obviously must be effective, but also be robust, scalable, and with product quality comparable to the original process. In this study, we report that three different GS-/- CHO cell lines developed in media containing a standard concentration of the selection agent methionine sulfoximine (MSX), but then exposed to increased MSX concentrations during seed train expansion, achieved titer increases of 10-19%. This result was observed in processes already considerably optimized. Expanding the cells with a higher MSX concentration improved cell line production stability with increased culture age. Production cultures in 500-L and 1000-L bioreactors replicated laboratory results using 5-L bioreactors, demonstrating process robustness and scalability. Furthermore, product quality attributes of the final drug substance using the higher MSX process were comparable with those from cells expanded in media with the standard selection MSX concentration. Subsequent mechanistic investigations confirmed that the cells were not altered at the genetic level in terms of integration profiles or gene copy number, nor transcriptional levels of glutamine synthetase, heavy chain, or light chain genes. This study provides an effective and applicable strategy to improve the productivity of therapeutic proteins for biologics manufacturing.
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Affiliation(s)
- Jun Tian
- Biologics Process DevelopmentGlobal Product Development and Supply, Bristol‐Myers Squibb CompanyDevensMAUSA
| | - Qin He
- Biologics Process DevelopmentGlobal Product Development and Supply, Bristol‐Myers Squibb CompanyDevensMAUSA
| | - Christopher Oliveira
- Biologics Process DevelopmentGlobal Product Development and Supply, Bristol‐Myers Squibb CompanyDevensMAUSA
| | - Yueming Qian
- Biologics Process DevelopmentGlobal Product Development and Supply, Bristol‐Myers Squibb CompanyDevensMAUSA
| | - Susan Egan
- Biologics Process DevelopmentGlobal Product Development and Supply, Bristol‐Myers Squibb CompanyDevensMAUSA
| | - Jianlin Xu
- Biologics Process DevelopmentGlobal Product Development and Supply, Bristol‐Myers Squibb CompanyDevensMAUSA
| | - Nan‐Xin Qian
- Biologics Process DevelopmentGlobal Product Development and Supply, Bristol‐Myers Squibb CompanyDevensMAUSA
| | - Erik Langsdorf
- Molecular & Cellular ScienceBristol‐Myers Squibb CompanyPrincetonNJUSA
| | - Bethanne Warrack
- Drug Development and Preclinical StudiesBristol‐Myers Squibb CompanyPrincetonNJUSA
| | - Nelly Aranibar
- Drug Development and Preclinical StudiesBristol‐Myers Squibb CompanyPrincetonNJUSA
| | - Michael Reily
- Drug Development and Preclinical StudiesBristol‐Myers Squibb CompanyPrincetonNJUSA
| | - Michael Borys
- Biologics Process DevelopmentGlobal Product Development and Supply, Bristol‐Myers Squibb CompanyDevensMAUSA
| | - Zheng Jian Li
- Biologics Process DevelopmentGlobal Product Development and Supply, Bristol‐Myers Squibb CompanyDevensMAUSA
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15
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Gupta K, Parasnis M, Jain R, Dandekar P. Vector-related stratagems for enhanced monoclonal antibody production in mammalian cells. Biotechnol Adv 2019; 37:107415. [DOI: 10.1016/j.biotechadv.2019.107415] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Revised: 07/01/2019] [Accepted: 07/01/2019] [Indexed: 12/16/2022]
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del Angel G, Hutchinson AT, Jain NK, Forbes CD, Reynders J. Large-scale functional LIPA variant characterization to improve birth prevalence estimates of lysosomal acid lipase deficiency. Hum Mutat 2019; 40:2007-2020. [PMID: 31180157 PMCID: PMC6852163 DOI: 10.1002/humu.23837] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 05/11/2019] [Accepted: 05/29/2019] [Indexed: 01/08/2023]
Abstract
Lysosomal acid lipase (LAL) deficiency is an autosomal recessive disorder caused by LIPA gene mutations that disrupt LAL activity. We performed in vitro functional testing of 149 LIPA variants to increase the understanding of the variant effects on LAL deficiency and to improve disease prevalence estimates. Chosen variants had been reported in literature or population databases. Functional testing was done by plasmid transient transfection and LAL activity assessment. We assembled a set of 165 published LAL deficient patient genotypes to evaluate this assay's effectiveness to recapitulate genotype/phenotype relationships. Rapidly progressive LAL deficient patients showed negligible enzymatic activity (<1%), whereas patients with childhood/adult LAL deficiency typically have 1-7% average activity. We benchmarked six in silico variant effect prediction algorithms with these functional data. PolyPhen-2 was shown to have a superior area under the receiver operating curve performance. We used functional data along with Genome Aggregation Database (gnomAD) allele frequencies to estimate LAL deficiency birth prevalence, yielding a range of 3.45-5.97 cases per million births in European-ancestry populations. The low estimate only considers functionally assayed variants in gnomAD. The high estimate computes allele frequencies for variants absent in gnomAD, and uses in silico scores for unassayed variants. Prevalence estimates are lower than previously published, underscoring LAL deficiency's rarity.
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Affiliation(s)
- Guillermo del Angel
- Strategy, Program Management and Data Science DepartmentAlexion Pharmaceuticals Inc.BostonMassachusetts
| | | | - Nina K. Jain
- Research DepartmentAlexion Pharmaceuticals Inc.BostonMassachusetts
| | - Chris D. Forbes
- Research DepartmentAlexion Pharmaceuticals Inc.BostonMassachusetts
| | - John Reynders
- Strategy, Program Management and Data Science DepartmentAlexion Pharmaceuticals Inc.BostonMassachusetts
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Schelletter L, Albaum S, Walter S, Noll T, Hoffrogge R. Clonal variations in CHO IGF signaling investigated by SILAC-based phosphoproteomics and LFQ-MS. Appl Microbiol Biotechnol 2019; 103:8127-8143. [DOI: 10.1007/s00253-019-10020-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Revised: 07/08/2019] [Accepted: 07/09/2019] [Indexed: 12/22/2022]
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18
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Bielser JM, Chappuis L, Xiao Y, Souquet J, Broly H, Morbidelli M. Perfusion cell culture for the production of conjugated recombinant fusion proteins reduces clipping and quality heterogeneity compared to batch-mode processes. J Biotechnol 2019; 302:26-31. [DOI: 10.1016/j.jbiotec.2019.06.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 05/14/2019] [Accepted: 06/10/2019] [Indexed: 01/06/2023]
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19
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Perfusion mammalian cell culture for recombinant protein manufacturing – A critical review. Biotechnol Adv 2018; 36:1328-1340. [DOI: 10.1016/j.biotechadv.2018.04.011] [Citation(s) in RCA: 120] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Revised: 04/26/2018] [Accepted: 04/30/2018] [Indexed: 01/04/2023]
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20
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Pereira S, Kildegaard HF, Andersen MR. Impact of CHO Metabolism on Cell Growth and Protein Production: An Overview of Toxic and Inhibiting Metabolites and Nutrients. Biotechnol J 2018; 13:e1700499. [DOI: 10.1002/biot.201700499] [Citation(s) in RCA: 88] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Revised: 12/21/2017] [Indexed: 12/19/2022]
Affiliation(s)
- Sara Pereira
- The Novo Nordisk Foundation Center for Biosustainability; Technical University of Denmark; 2800 Kgs. Lyngby Denmark
- Department of Biotechnology and Biomedicine Technical University of Denmark; 2800 Kgs. Lyngby Denmark
| | - Helene Faustrup Kildegaard
- The Novo Nordisk Foundation Center for Biosustainability; Technical University of Denmark; 2800 Kgs. Lyngby Denmark
| | - Mikael Rørdam Andersen
- Department of Biotechnology and Biomedicine Technical University of Denmark; 2800 Kgs. Lyngby Denmark
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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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22
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Lalonde ME, Durocher Y. Therapeutic glycoprotein production in mammalian cells. J Biotechnol 2017; 251:128-140. [DOI: 10.1016/j.jbiotec.2017.04.028] [Citation(s) in RCA: 165] [Impact Index Per Article: 23.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2016] [Revised: 04/12/2017] [Accepted: 04/23/2017] [Indexed: 12/12/2022]
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23
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Fan L, Rizzi G, Bierilo K, Tian J, Yee JC, Russell R, Das TK. Comparative study of therapeutic antibody candidates derived from mini-pool and clonal cell lines. Biotechnol Prog 2017; 33:1456-1462. [DOI: 10.1002/btpr.2477] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Revised: 04/03/2017] [Indexed: 12/22/2022]
Affiliation(s)
- Lianchun Fan
- Cellular Molecular Biology; Bristol-Myers Squibb Company; Pennington NJ 08534
| | - Giovanni Rizzi
- Cellular Molecular Biology; Bristol-Myers Squibb Company; Pennington NJ 08534
| | - Kathleen Bierilo
- Cellular Molecular Biology; Bristol-Myers Squibb Company; Pennington NJ 08534
| | - Jun Tian
- Process Development; Bristol-Myers Squibb Company; Devens MA 01434
| | - Joon Chong Yee
- Process Development; Bristol-Myers Squibb Company; Devens MA 01434
| | - Reb Russell
- Analytical and Process Development; Bristol-Myers Squibb Company; Pennington NJ 08534
| | - Tapan K Das
- Biologics Characterization & Analytical Development; Bristol-Myers Squibb Company; Pennington NJ 08534
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Feary M, Racher AJ, Young RJ, Smales CM. Methionine sulfoximine supplementation enhances productivity in GS-CHOK1SV cell lines through glutathione biosynthesis. Biotechnol Prog 2016; 33:17-25. [DOI: 10.1002/btpr.2372] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2016] [Revised: 09/12/2016] [Indexed: 12/26/2022]
Affiliation(s)
- Marc Feary
- New Expression Technologies Group, Research and Technology, Lonza Biologics; Granta Park Cambridge CB21 6GS U.K
| | - Andrew J. Racher
- Future Technologies, Research and Technology, Lonza Biologics; Slough SL1 4DX U.K
| | - Robert J. Young
- New Expression Technologies Group, Research and Technology, Lonza Biologics; Granta Park Cambridge CB21 6GS U.K
| | - C. Mark Smales
- Centre for Industrial Biotechnology and School of Biosciences, University of Kent; Canterbury CT2 7NJ U.K
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Industry view on the relative importance of “clonality” of biopharmaceutical-producing cell lines. Biologicals 2016; 44:117-22. [DOI: 10.1016/j.biologicals.2016.01.001] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Revised: 01/05/2016] [Accepted: 01/09/2016] [Indexed: 12/16/2022] Open
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