1
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Desmurget C, Perilleux A, Souquet J, Borth N, Douet J. Molecular biomarkers identification and applications in CHO bioprocessing. J Biotechnol 2024; 392:11-24. [PMID: 38852681 DOI: 10.1016/j.jbiotec.2024.06.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 05/23/2024] [Accepted: 06/04/2024] [Indexed: 06/11/2024]
Abstract
Biomarkers are valuable tools in clinical research where they allow to predict susceptibility to diseases, or response to specific treatments. Likewise, biomarkers can be extremely useful in the biomanufacturing of therapeutic proteins. Indeed, constraints such as short timelines and the need to find hyper-productive cells could benefit from a data-driven approach during cell line and process development. Many companies still rely on large screening capacities to develop productive cell lines, but as they reach a limit of production, there is a need to go from empirical to rationale procedures. Similarly, during bioprocessing runs, substrate consumption and metabolism wastes are commonly monitored. None of them possess the ability to predict the culture behavior in the bioreactor. Big data driven approaches are being adapted to the study of industrial mammalian cell lines, enabled by the publication of Chinese hamster and CHO genome assemblies which allowed the use of next-generation sequencing with these cells, as well as continuous proteome and metabolome annotation. However, if these different -omics technologies contributed to the characterization of CHO cells, there is a significant effort remaining to apply this knowledge to biomanufacturing methods. The correlation of a complex phenotype such as high productivity or rapid growth to the presence or expression level of a specific biomarker could save time and effort in the screening of manufacturing cell lines or culture conditions. In this review we will first discuss the different biological molecules that can be identified and quantified in cells, their detection techniques, and associated challenges. We will then review how these markers are used during the different steps of cell line and bioprocess development, and the inherent limitations of this strategy.
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Affiliation(s)
- Caroline Desmurget
- Merck Biotech Development Center, Ares Trading SA (an affiliate of Merck KGaA, Darmstadt, Germany), Fenil-sur-Corsier, Switzerland
| | - Arnaud Perilleux
- Merck Biotech Development Center, Ares Trading SA (an affiliate of Merck KGaA, Darmstadt, Germany), Fenil-sur-Corsier, Switzerland
| | - Jonathan Souquet
- Merck Biotech Development Center, Ares Trading SA (an affiliate of Merck KGaA, Darmstadt, Germany), Fenil-sur-Corsier, Switzerland
| | - Nicole Borth
- Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, Austria
| | - Julien Douet
- Merck Biotech Development Center, Ares Trading SA (an affiliate of Merck KGaA, Darmstadt, Germany), Fenil-sur-Corsier, Switzerland.
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2
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Yang CH, Li HC, Lo SY. Enhancing recombinant antibody yield in Chinese hamster ovary cells. Tzu Chi Med J 2024; 36:240-250. [PMID: 38993821 PMCID: PMC11236083 DOI: 10.4103/tcmj.tcmj_315_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Revised: 03/18/2024] [Accepted: 04/12/2024] [Indexed: 07/13/2024] Open
Abstract
A range of recombinant monoclonal antibodies (rMAbs) have found application in treating diverse diseases, spanning various cancers and immune system disorders. Chinese hamster ovary (CHO) cells have emerged as the predominant choice for producing these rMAbs due to their robustness, ease of transfection, and capacity for posttranslational modifications akin to those in human cells. Transient transfection and/or stable expression could be conducted to express rMAbs in CHO cells. To bolster the yield of rMAbs in CHO cells, a multitude of approaches have been developed, encompassing vector optimization, medium formulation, cultivation parameters, and cell engineering. This review succinctly outlines these methodologies when also addressing challenges encountered in the production process, such as issues with aggregation and fucosylation.
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Affiliation(s)
- Chee-Hing Yang
- Department of Microbiology and Immunology, School of Medicine, Tzu Chi University, Hualien, Taiwan
| | - Hui-Chun Li
- Department of Biochemistry, School of Medicine, Tzu Chi University, Hualien, Taiwan
| | - Shih-Yen Lo
- Department of Laboratory Medicine and Biotechnology, Tzu Chi University, Hualien, Taiwan
- Department of Laboratory Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical, Hualien, Taiwan
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3
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Schlossbauer P, Naumann L, Klingler F, Burkhart M, Handrick R, Korff K, Neusüß C, Otte K, Hesse F. Stable overexpression of native and artificial miRNAs for the production of differentially fucosylated antibodies in CHO cells. Eng Life Sci 2024; 24:2300234. [PMID: 38845814 PMCID: PMC11151017 DOI: 10.1002/elsc.202300234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 03/04/2024] [Accepted: 03/17/2024] [Indexed: 06/09/2024] Open
Abstract
Cell engineering strategies typically rely on energy-consuming overexpression of genes or radical gene-knock out. Both strategies are not particularly convenient for the generation of slightly modulated phenotypes, as needed in biosimilar development of for example differentially fucosylated monoclonal antibodies (mAbs). Recently, transiently transfected small noncoding microRNAs (miRNAs), known to be regulators of entire gene networks, have emerged as potent fucosylation modulators in Chinese hamster ovary (CHO) production cells. Here, we demonstrate the applicability of stable miRNA overexpression in CHO production cells to adjust the fucosylation pattern of mAbs as a model phenotype. For this purpose, we applied a miRNA chaining strategy to achieve adjustability of fucosylation in stable cell pools. In addition, we were able to implement recently developed artificial miRNAs (amiRNAs) based on native miRNA sequences into a stable CHO expression system to even further fine-tune fucosylation regulation. Our results demonstrate the potential of miRNAs as a versatile tool to control mAb fucosylation in CHO production cells without adverse side effects on important process parameters.
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Affiliation(s)
- Patrick Schlossbauer
- Institute for Applied BiotechnologyUniversity of Applied Sciences BiberachBiberachGermany
| | | | - Florian Klingler
- Institute for Applied BiotechnologyUniversity of Applied Sciences BiberachBiberachGermany
| | - Madina Burkhart
- Institute for Applied BiotechnologyUniversity of Applied Sciences BiberachBiberachGermany
| | - René Handrick
- Institute for Applied BiotechnologyUniversity of Applied Sciences BiberachBiberachGermany
| | | | | | - Kerstin Otte
- Institute for Applied BiotechnologyUniversity of Applied Sciences BiberachBiberachGermany
| | - Friedemann Hesse
- Institute for Applied BiotechnologyUniversity of Applied Sciences BiberachBiberachGermany
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4
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Klingler F, Schlossbauer P, Naumann L, Handrick R, Hesse F, Neusüß C, Otte K. Developing microRNAs as engineering tools to modulate monoclonal antibody galactosylation. Biotechnol Bioeng 2024; 121:1355-1365. [PMID: 38079069 DOI: 10.1002/bit.28616] [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: 07/19/2023] [Revised: 11/24/2023] [Accepted: 11/25/2023] [Indexed: 04/01/2024]
Abstract
N-linked glycosylation is one of the most important post-translational modifications of monoclonal antibodies (mAbs) and is considered to be a critical quality attribute (CQA), as the glycan composition often has immunomodulatory effects. Since terminal galactose residues of mAbs can affect antibody-dependent cellular cytotoxicity (ADCC), complement-dependent cytolysis (CDC) activation, serum half-life, and antiviral activity it has to be monitored, controlled and modulated to ensure therapeutic effects. The ability of small noncoding microRNAs (miRNAs) to modulate glycosylation in Chinese hamster ovary (CHO) production cells was recently reported establishing miRNAs as engineering tools for modulation of protein glycosylation. In this study, we report the characterization and validation of miRNAs as engineering tools for increased (mmu-miR-452-5p, mmu-miR-193b-3p) or decreased (mmu-miR-7646-5p, mmu-miR-7243-3p, mmu-miR-1668, mmu-let-7c-1-3p, mmu-miR-7665-3p, mmu-miR-6403) degree of galactosylation. Furthermore, the biological mode of action regulating gene expression of the galactosylation pathway was characterized as well as their influence on bioprocess-related parameters. Most important, stable plasmid-based overexpression of these miRNAs represents a versatile tool for engineering N-linked galactosylation to achieve favorable phenotypes in cell lines for biopharmaceutical production.
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Affiliation(s)
- Florian Klingler
- Institute for Applied Biotechnology, University of Applied Sciences Biberach, Biberach, Germany
| | - Patrick Schlossbauer
- Institute for Applied Biotechnology, University of Applied Sciences Biberach, Biberach, Germany
| | - Lukas Naumann
- Department of Chemistry, Aalen University, Aalen, Germany
| | - René Handrick
- Institute for Applied Biotechnology, University of Applied Sciences Biberach, Biberach, Germany
| | - Friedemann Hesse
- Institute for Applied Biotechnology, University of Applied Sciences Biberach, Biberach, Germany
| | | | - Kerstin Otte
- Institute for Applied Biotechnology, University of Applied Sciences Biberach, Biberach, Germany
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5
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Jari M, Abdoli S, Bazi Z, Shamsabadi FT, Roshanmehr F, Shahbazi M. Enhancing protein production and growth in chinese hamster ovary cells through miR-107 overexpression. AMB Express 2024; 14:16. [PMID: 38302631 PMCID: PMC10834913 DOI: 10.1186/s13568-024-01670-y] [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: 10/12/2023] [Accepted: 01/16/2024] [Indexed: 02/03/2024] Open
Abstract
Chinese Hamster Ovary (CHO) cells are widely employed as host cells for biopharmaceutical production. The manufacturing of biopharmaceuticals poses several challenges, including restricted growth potential and inadequate productivity of the host cells. MicroRNAs play a crucial role in regulating gene expression and are considered highly promising tools for cell engineering to enhance protein production. Our study aimed to evaluate the effects of miR-107, which is recognized as an onco-miR, on erythropoietin-producing CHO cells (CHO-hEPO). To assess the impact of miR-107 on CHO cells, a DNA plasmid containing miR-107 was introduced to CHO-hEPO cells through transfection. Cell proliferation and viability were assessed using the trypan blue dye exclusion method. Cell cycle analysis was conducted by utilizing propidium iodide (PI) staining. The quantification of EPO was determined using an immunoassay test. Moreover, the impact of miR-107 on the expression of downstream target genes was evaluated using qRT-PCR. Our findings highlight and underscore the substantial impact of transient miR-107 overexpression, which led to a remarkable 2.7-fold increase in EPO titers and a significant 1.6-fold increase in the specific productivity of CHO cells (p < 0.01). Furthermore, this intervention resulted in significant enhancements in cell viability and growth rate (p < 0.05). Intriguingly, the overexpression of miR‑107 was linked to the downregulation of LATS2, PTEN, and TSC1 genes while concurrently driving upregulation in transcript levels of MYC, YAP, mTOR, and S6K genes within transgenic CHO cells. In conclusion, this study collectively underscores the feasibility of utilizing cancer-associated miRNAs as a powerful tool for CHO cell engineering. However, more in-depth exploration is warranted to unravel the precise molecular intricacies of miR-107's effects in the context of CHO cells.
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Affiliation(s)
- Maryam Jari
- Medical Cellular and Molecular Research Center, Golestan University of Medical Sciences, Shastkola Road, Falsafi Complex, Gorgan, Zip code: 4934174611, Iran
- Department of Medical Biotechnology School of Advanced Technologies in Medicine, Golestan University of Medical Sciences, Gorgan, Iran
| | - Shahriyar Abdoli
- Medical Cellular and Molecular Research Center, Golestan University of Medical Sciences, Shastkola Road, Falsafi Complex, Gorgan, Zip code: 4934174611, Iran
- Department of Medical Biotechnology School of Advanced Technologies in Medicine, Golestan University of Medical Sciences, Gorgan, Iran
| | - Zahra Bazi
- Medical Cellular and Molecular Research Center, Golestan University of Medical Sciences, Shastkola Road, Falsafi Complex, Gorgan, Zip code: 4934174611, Iran
- Department of Medical Biotechnology School of Advanced Technologies in Medicine, Golestan University of Medical Sciences, Gorgan, Iran
| | - Fatemeh Tash Shamsabadi
- Medical Cellular and Molecular Research Center, Golestan University of Medical Sciences, Shastkola Road, Falsafi Complex, Gorgan, Zip code: 4934174611, Iran
- Department of Medical Biotechnology School of Advanced Technologies in Medicine, Golestan University of Medical Sciences, Gorgan, Iran
| | - Farnaz Roshanmehr
- Medical Cellular and Molecular Research Center, Golestan University of Medical Sciences, Shastkola Road, Falsafi Complex, Gorgan, Zip code: 4934174611, Iran
- Department of Medical Biotechnology School of Advanced Technologies in Medicine, Golestan University of Medical Sciences, Gorgan, Iran
| | - Majid Shahbazi
- Medical Cellular and Molecular Research Center, Golestan University of Medical Sciences, Shastkola Road, Falsafi Complex, Gorgan, Zip code: 4934174611, Iran.
- AryaTina Gene (ATG) Biopharmaceutical Company Gorgan, Gorgan, Iran.
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6
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Weiß L, Schmieder-Todtenhaupt V, Haemmerling F, Lakatos D, Schulz P, Fischer S. Multi-lipase gene knockdown in Chinese hamster ovary cells using artificial microRNAs to reduce host cell protein mediated polysorbate degradation. Biotechnol Bioeng 2024; 121:329-340. [PMID: 37743807 DOI: 10.1002/bit.28563] [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: 06/10/2023] [Revised: 09/05/2023] [Accepted: 09/12/2023] [Indexed: 09/26/2023]
Abstract
A large number of companies observe polysorbate (PS) degradation and associated (sub-)visible particle formation in biological drug formulations, which compromise the stability of the drug product, ultimately posing a risk toward delivering innovative medicines to patients. The main culprits of PS degradation are hydrolytic host cell proteins (HCPs) originating from the production cell lines, which are mostly Chinese hamster ovary (CHO) cell derived. Here, a small portion of particularly difficult-to-remove HCPs-mainly lipases-cause hydrolytic cleavage of PS resulting in the accumulation of free fatty acid aggregates/particles. One possible mitigation strategy is the removal of such critical HCPs in the production cell line. Multigene regulation can be achieved via microRNAs (miRNAs) thereby serving as a smart tool to reduce the expression of different target genes using a single miRNA. To enable a tailored gene regulation of multiple specific target lipases self-designed and non-naturally occurring artificial miRNAs (amiRNA) can be designed. Based on micro-conserved regions in the mRNA sequence of two sets of target HCPs, we provide a proof-of-concept for a simultaneous multi-lipase knockdown in CHO cells using single amiRNAs. By this, we were not only able to reduce PS degradation but laid the foundation to expand this tool to other areas of cell line phenotype engineering.
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Affiliation(s)
- Linus Weiß
- Cell Line Development, Bioprocess Development Biologicals, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riss, Germany
| | - Valerie Schmieder-Todtenhaupt
- Cell Line Development, Bioprocess Development Biologicals, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riss, Germany
| | - Frank Haemmerling
- Early Stage Pharmaceutical Development, Pharmaceutical Development Biologicals, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riss, Germany
| | - Daniel Lakatos
- Late Stage DSP, Bioprocess Development Biologicals, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riss, Germany
| | - Patrick Schulz
- Cell Line Development, Bioprocess Development Biologicals, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riss, Germany
| | - Simon Fischer
- Cell Line Development, Bioprocess Development Biologicals, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riss, Germany
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7
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Klingler F, Naumann L, Schlossbauer P, Dreyer L, Burkhart M, Handrick R, Junker HD, Hesse F, Neusüß C, Otte K. A novel system for glycosylation engineering by natural and artificial miRNAs. Metab Eng 2023; 77:53-63. [PMID: 36906118 DOI: 10.1016/j.ymben.2023.03.004] [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: 06/25/2022] [Revised: 12/19/2022] [Accepted: 03/05/2023] [Indexed: 03/13/2023]
Abstract
N-linked glycosylation is a crucial post-translational modification of many biopharmaceuticals, including monoclonal antibodies (mAbs), capable of modifying their biological effect in patients and thus considered as a critical quality attribute (CQA). However, expression of desired and consistent glycosylation patterns remains a constant challenge for the biopharmaceutical industry and constitutes the need for tools to engineer glycosylation. Small non-coding microRNAs (miRNAs) are known regulators of entire gene networks and have therefore the potential of being used as tools for modulation of glycosylation pathways and for glycoengineering. Here, we demonstrate that novel identified natural miRNAs are capable of altering N-linked glycosylation patterns on mAbs expressed in Chinese hamster ovary (CHO) cells. We established a workflow for a functional high-throughput screening of a complete miRNA mimic library and identified 82 miRNA sequences affecting various moieties including galactosylation, sialylation, and α-1,6 linked core-fucosylation, an important glycan feature influencing antibody-dependent cytotoxicity (ADCC). Subsequent validation shed light on the intra-cellular mode of action and the impact on the cellular fucosylation pathway of miRNAs reducing core-fucosylation. While multiplex approaches increased phenotypic effects on the glycan structure, a synthetic biology approach utilizing rational design of artificial miRNAs further enhanced the potential of miRNAs as novel, versatile and tune-able tools for engineering of N-linked glycosylation pathways and expressed glycosylation patterns towards favourable phenotypes.
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Affiliation(s)
- Florian Klingler
- Institute for Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Str. 35, 88400, Biberach, Germany.
| | - Lukas Naumann
- Department of Chemistry, Aalen University, Beethovenstraße 1, 73430, Aalen, Germany
| | - Patrick Schlossbauer
- Institute for Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Str. 35, 88400, Biberach, Germany
| | - Leonard Dreyer
- Department of Chemistry, Aalen University, Beethovenstraße 1, 73430, Aalen, Germany
| | - Madina Burkhart
- Institute for Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Str. 35, 88400, Biberach, Germany
| | - René Handrick
- Institute for Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Str. 35, 88400, Biberach, Germany
| | - Hans-Dieter Junker
- Department of Chemistry, Aalen University, Beethovenstraße 1, 73430, Aalen, Germany
| | - Friedemann Hesse
- Institute for Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Str. 35, 88400, Biberach, Germany
| | - Christian Neusüß
- Department of Chemistry, Aalen University, Beethovenstraße 1, 73430, Aalen, Germany
| | - Kerstin Otte
- Institute for Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Str. 35, 88400, Biberach, Germany
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8
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Lu JT, Xiao MK, Feng YY, Wang XY, Qiu LL, Chai YR, Wang TY, Jia YL. Apilimod enhances specific productivity in recombinant CHO cells through cell cycle arrest and mediation of autophagy. Biotechnol J 2023; 18:e2200147. [PMID: 36478399 DOI: 10.1002/biot.202200147] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 08/02/2022] [Accepted: 09/06/2022] [Indexed: 12/12/2022]
Abstract
Chinese hamster ovary (CHO) cells are expected to acquire the ability to produce higher recombinant therapeutic protein levels using various strategies. Genetic engineering targeting the cell cycle and autophagy pathways in the regulation of cell death in CHO cell cultures has received attention for enhancing the production of therapeutic proteins. In this study, we examined the small-molecule compound apilimod, which was found to have a positive influence on recombinant protein expression in CHO cells. This was confirmed by selective blocking of the cell cycle at the G0/G1 phase. Apilimod treatment resulted in decreased expression of cyclin-dependent kinase 3 (CDK3) and Cyclin C and increased expression of cyclin-dependent kinase suppressor p27Kip1, which are critical regulators of G1 cell cycle progression and important targets controlling cell proliferation. Furthermore, total transcription factor EB (TFEB) was lower in apilimod-treated CHO cells than in control cells, resulting in decreased lysosome biogenesis and autophagy with apilimod treatment. These multiple effects demonstrate the potential of apilimod for development as a novel enhancer for the production of recombinant proteins in CHO cell engineering.
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Affiliation(s)
- Jiang-Tao Lu
- School of Pharmacy, Xinxiang Medical University, Xinxiang, Henan, China.,International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang Medical University, Xinxiang, Henan, China.,Henan Engineering Research Center for Biopharmaceutical Innovation, Xinxiang Medical University, Xinxiang, Henan, China
| | - Meng-Ke Xiao
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang Medical University, Xinxiang, Henan, China.,Henan Engineering Research Center for Biopharmaceutical Innovation, Xinxiang Medical University, Xinxiang, Henan, China.,School of Public Health, Xinxiang Medical University, Xinxiang, Henan, China
| | - Ying-Ying Feng
- School of Pharmacy, Xinxiang Medical University, Xinxiang, Henan, China.,International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang Medical University, Xinxiang, Henan, China.,Henan Engineering Research Center for Biopharmaceutical Innovation, Xinxiang Medical University, Xinxiang, Henan, China
| | - Xiao-Yin Wang
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang Medical University, Xinxiang, Henan, China.,Henan Engineering Research Center for Biopharmaceutical Innovation, Xinxiang Medical University, Xinxiang, Henan, China.,School of Basic Medicine, Xinxiang Medical University, Xinxiang, Henan, China
| | - Le-Le Qiu
- School of Basic Medicine, Xinxiang Medical University, Xinxiang, Henan, China
| | - Yu-Rong Chai
- Department of Histology and Embryology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Tian-Yun Wang
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang Medical University, Xinxiang, Henan, China.,Henan Engineering Research Center for Biopharmaceutical Innovation, Xinxiang Medical University, Xinxiang, Henan, China.,School of Basic Medicine, Xinxiang Medical University, Xinxiang, Henan, China
| | - Yan-Long Jia
- School of Pharmacy, Xinxiang Medical University, Xinxiang, Henan, China.,International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang Medical University, Xinxiang, Henan, China.,Henan Engineering Research Center for Biopharmaceutical Innovation, Xinxiang Medical University, Xinxiang, Henan, China
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9
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Silva DFD, Rodrigues TA, da Silveira JC, Gonella-Diaza A, Binelli M, Lopes J, Moura MT, Feitosa WB, Paula-Lopes FF. Cellular responses and microRNA profiling in bovine spermatozoa under heat shock. Reproduction 2022; 164:155-168. [PMID: 35950706 DOI: 10.1530/rep-21-0507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2021] [Accepted: 08/11/2022] [Indexed: 11/08/2022]
Abstract
Sperm function is susceptible to adverse environmental conditions. It has been demonstrated that in vivo and in vitro exposure of bovine sperm to elevated temperature reduces sperm motility and fertilizing potential. However, the cascade of functional, cellular and molecular events triggered by elevated temperature in the mature sperm cell remains not fully understood. Therefore, the aim of this study was to determine the effect of heat shock on mature sperm cells. Frozen-thawed Holstein sperm were evaluated immediately after Percoll purification (0 h non-incubation control) or after incubation at 35°C, 38.5°C, and 41°C for 4 h. Heat shock reduced sperm motility after 3 - 4 h at 41°C while mitochondrial activity was reduced by 38.5 and 41°C when compared to the control. Heat shock also increased sperm reactive oxygen species production and caspase activity. Heat-shocked sperm had lower fertilizing ability, which led to diminished cleaved and blastocyst rates. Preimplantation embryo developmental kinetics was also slowed and reduced by sperm heat shock. The microRNA (miR) profiling identified >300 miRs in bovine sperm. Among these, three and seven miRs were exclusively identified in sperm cells exposed to 35 and 41°C, respectively.
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Affiliation(s)
- Daniela Franco da Silva
- D Silva, Pharmacology and Biotechnology, Sao Paulo State University Julio de Mesquita Filho Botucatu Campus Institute of Biosciences, Botucatu, Brazil
| | - Thaís Alves Rodrigues
- T Rodrigues, Department of Biological Sciences, Federal University of Sao Paulo, Diadema, Brazil
| | - Juliano C da Silveira
- J da Silveira, Department of Veterinary Medicine, University of Sao Paulo, Pirassununga, Brazil
| | - Angela Gonella-Diaza
- A Gonella-Diaza, Department of Animal Reproduction, University of Sao Paulo, Pirassununga, Brazil
| | - Mario Binelli
- M Binelli, Department of Animal Reproduction, University of Sao Paulo, Pirassununga, Brazil
| | - Juliana Lopes
- J Lopes, Department of Biological Sciences, Federal University of Sao Paulo, Diadema, Brazil
| | - Marcelo Tigre Moura
- M Moura, Department of Biological Sciences, Federal University of Sao Paulo, Diadema, Brazil
| | - Weber Beringui Feitosa
- W Feitosa, Department of Biological Sciences, Federal University of Sao Paulo, Diadema, Brazil
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10
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Recent developments in miRNA based recombinant protein expression in CHO. Biotechnol Lett 2022; 44:671-681. [PMID: 35507207 DOI: 10.1007/s10529-022-03250-1] [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: 09/25/2021] [Accepted: 03/30/2022] [Indexed: 11/02/2022]
Abstract
It is widely accepted that the growing demand for recombinant therapeutic proteins has led to the expansion of the biopharmaceutical industry and the development of strategies to increase recombinant protein production in mammalian cell lines such as SP2/0 HEK and particularly Chinese hamster ovary cells. For a long time now, most investigations have been focused on increasing host cell productivity using genetic manipulating of cellular processes like cell cycle, apoptosis, cell growth, protein secretory and other pathways. In recent decades MicroRNAs beside different genetic engineering tools (e.g., TALEN, ZFN, and Crisper/Cas) have attracted further attention as a tool in the genetic engineering of host cells to increase protein expression levels. Their ability to simultaneously target multiple mRNAs involved in one or more cellular processes made them a favorable tool in this field. Accordingly, this study aimed to review the methods of selecting target miRNA for cell line engineering, miRNA gain- or loss-of-function strategies, examples of laboratory and pilot studies in this field and discussed advantages and disadvantages of this technology.
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11
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Liu HN, Dong WH, Lin Y, Zhang ZH, Wang TY. The Effect of microRNA on the Production of Recombinant Protein in CHO Cells and its Mechanism. Front Bioeng Biotechnol 2022; 10:832065. [PMID: 35387297 PMCID: PMC8977551 DOI: 10.3389/fbioe.2022.832065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 02/25/2022] [Indexed: 11/13/2022] Open
Abstract
Recombinant protein production by mammalian cells is the initial step in the manufacture of many therapeutic proteins. Chinese hamster ovary (CHO) cells are the most common host system to produce recombinant therapeutic proteins (RTPs). However, it is still challenging to maintain high productivity ensuring the good quality of RTPs produced by CHO cells. MicroRNAs(miRNAs) are short regulatory non-coding RNAs that can regulate cellular behavior and complex phenotypes. It has been found that miRNAs can enhance the expression level of recombinant proteins in CHO cells by promoting proliferation, resisting apoptosis, and regulating metabolism. miRNAs also can affect the quality of RTPs. In this review, we will discuss the effect and mechanism of miRNA on the expression level and quality of recombinant proteins in CHO cells.
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Affiliation(s)
- Hui-Ning Liu
- The First Affiliated Hospital of Xinxiang Medical University, Xinxiang, China.,International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang, China
| | - Wei-Hua Dong
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang, China.,Department of Biochemistry and Molecular Biology, Basic Medical School, Xinxiang Medical University, Xinxiang, China
| | - Yan Lin
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang, China
| | - Zhao-Hui Zhang
- The First Affiliated Hospital of Xinxiang Medical University, Xinxiang, China
| | - Tian-Yun Wang
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang, China.,Department of Biochemistry and Molecular Biology, Basic Medical School, Xinxiang Medical University, Xinxiang, China
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12
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Raab N, Zeh N, Schlossbauer P, Mathias S, Lindner B, Stadermann A, Gamer M, Fischer S, Holzmann K, Handrick R, Otte K. A blueprint from nature: miRNome comparison of plasma cells and CHO cells to optimize therapeutic antibody production. N Biotechnol 2021; 66:79-88. [PMID: 34710621 DOI: 10.1016/j.nbt.2021.10.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 10/21/2021] [Accepted: 10/24/2021] [Indexed: 12/13/2022]
Abstract
Chinese Hamster Ovary (CHO) cells are the most frequently used biopharmaceutical production hosts, although industry is presently suffering from their variable recombinant product quality, insufficient long-term stability and low productivity. Here, we present an effort to address overall cell line engineering by a novel bottom-up microRNA (miRNA) screening approach. miRNAs are small non-coding RNAs known to regulate global gene expression at the post-transcriptional level and have proved to serve as promising tools for cell line engineering for over a decade. Here the miRNome of plasma cells (PCs) has been analyzed as the natural blueprint for optimized production and secretion of antibodies. Performing comparative miRNome cross-species expression analysis of four murine/human PC-derived (PCD) and two CHO cell lines showed 147 conserved miRNAs to be differentially expressed between PCDs and CHOs. Conducting a targeted miRNA screen of this PC-specific miRNA subset revealed 14 miRNAs to improve bioprocess relevant parameters in CHO cells, among them the PC-characteristic miR-183 cluster. Finally, miRNA target prediction tools and transcriptome analysis were combined to elucidate differentially regulated lysine degradation and fatty acid metabolism pathways in monoclonal antibody (mAb) expressing CHO-DG44 and CHO-K1 cells, respectively. Thus, substantial new insights into molecular and cellular mechanisms of biopharmaceutical production cell lines can be gained by targeted bottom-up miRNA screenings.
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Affiliation(s)
- Nadja Raab
- Institute of Applied Biotechnology, Biberach University of Applied Sciences, Biberach, Germany
| | - Nikolas Zeh
- Institute of Applied Biotechnology, Biberach University of Applied Sciences, Biberach, Germany
| | - Patrick Schlossbauer
- Institute of Applied Biotechnology, Biberach University of Applied Sciences, Biberach, Germany
| | - Sven Mathias
- Institute of Applied Biotechnology, Biberach University of Applied Sciences, Biberach, Germany; Early Stage Bioprocess Development, Bioprocess Development Biologicals, Boehringer Ingelheim GmbH & Co KG, Biberach, Germany
| | - Benjamin Lindner
- Cell Line Development, Bioprocess Development Biologicals, Boehringer Ingelheim GmbH & Co KG, Biberach, Germany
| | - Anna Stadermann
- Cell Line Development, Bioprocess Development Biologicals, Boehringer Ingelheim GmbH & Co KG, Biberach, Germany
| | - Martin Gamer
- Cell Line Development, Bioprocess Development Biologicals, Boehringer Ingelheim GmbH & Co KG, Biberach, Germany
| | - Simon Fischer
- Cell Line Development, Bioprocess Development Biologicals, Boehringer Ingelheim GmbH & Co KG, Biberach, Germany
| | | | - René Handrick
- Institute of Applied Biotechnology, Biberach University of Applied Sciences, Biberach, Germany
| | - Kerstin Otte
- Institute of Applied Biotechnology, Biberach University of Applied Sciences, Biberach, Germany.
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13
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High Throughput miRNA Screening Identifies miR-574-3p Hyperproductive Effect in CHO Cells. Biomolecules 2021; 11:biom11081125. [PMID: 34439791 PMCID: PMC8392531 DOI: 10.3390/biom11081125] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 07/11/2021] [Accepted: 07/23/2021] [Indexed: 12/21/2022] Open
Abstract
CHO is the cell line of choice for the manufacturing of many complex biotherapeutics. The constant upgrading of cell productivity is needed to meet the growing demand for these life-saving drugs. Manipulation of small non-coding RNAs—miRNAs—is a good alternative to a single gene knockdown approach due to their post-transcriptional regulation of entire cellular pathways without posing translational burden to the production cell. In this study, we performed a high-throughput screening of 2042-human miRNAs and identified several candidates able to increase cell-specific and overall production of Erythropoietin and Etanercept in CHO cells. Some of these human miRNAs have not been found in Chinese hamster cells and yet were still effective in them. We identified miR-574-3p as being able, when overexpressed in CHO cells, to improve overall productivity of Erythropoietin and Etanercept titers from 1.3 to up to 2-fold. In addition, we validated several targets of miR-574-3p and identified p300 as a main target of miR-574-3p in CHO cells. Furthermore, we demonstrated that stable CHO cell overexpressing miRNAs from endogenous CHO pri-miRNA sequences outperform the cells with human pri-miRNA sequences. Our findings highlight the importance of flanking genomic sequences, and their secondary structure features, on pri-miRNA processing offering a novel, cost-effective and fast strategy as a valuable tool for efficient miRNAs engineering in CHO cells.
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14
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Keysberg C, Hertel O, Schelletter L, Busche T, Sochart C, Kalinowski J, Hoffrogge R, Otte K, Noll T. Exploring the molecular content of CHO exosomes during bioprocessing. Appl Microbiol Biotechnol 2021; 105:3673-3689. [PMID: 33937930 PMCID: PMC8102462 DOI: 10.1007/s00253-021-11309-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 02/25/2021] [Accepted: 03/15/2021] [Indexed: 01/21/2023]
Abstract
Abstract In biopharmaceutical production, Chinese hamster ovary (CHO) cells derived from Cricetulus griseus remain the most commonly used host cell for recombinant protein production, especially antibodies. Over the last decade, in-depth multi-omics characterization of these CHO cells provided data for extensive cell line engineering and corresponding increases in productivity. However, exosomes, extracellular vesicles containing proteins and nucleic acids, are barely researched at all in CHO cells. Exosomes have been proven to be a ubiquitous mediator of intercellular communication and are proposed as new biopharmaceutical format for drug delivery, indicator reflecting host cell condition and anti-apoptotic factor in spent media. Here we provide a brief overview of different separation techniques and subsequently perform a proteome and regulatory, non-coding RNA analysis of exosomes, derived from lab-scale bioreactor cultivations of a CHO-K1 cell line, to lay out reference data for further research in the field. Applying bottom-up orbitrap shotgun proteomics and next-generation small RNA sequencing, we detected 1395 proteins, 144 micro RNA (miRNA), and 914 PIWI-interacting RNA (piRNA) species differentially across the phases of a batch cultivation process. The exosomal proteome and RNA data are compared with other extracellular fractions and cell lysate, yielding several significantly exosome-enriched species. Graphical Abstract ![]()
Key points • First-time comprehensive protein and miRNA characterization of CHO exosomes. • Isolation protocol and time point of bioprocess strongly affect quality of extracellular vesicles. • CHO-derived exosomes also contain numerous piRNA species of yet unknown function. Supplementary Information The online version contains supplementary material available at 10.1007/s00253-021-11309-8.
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Affiliation(s)
- Christoph Keysberg
- Bielefeld University, Bielefeld, Germany. .,University of Applied Sciences Biberach, Biberach, Germany.
| | - Oliver Hertel
- Bielefeld University, Bielefeld, Germany.,Center for Biotechnology (CeBiTec), Bielefeld University, Bielefeld, Germany
| | - Louise Schelletter
- Bielefeld University, Bielefeld, Germany.,Center for Biotechnology (CeBiTec), Bielefeld University, Bielefeld, Germany
| | - Tobias Busche
- Center for Biotechnology (CeBiTec), Bielefeld University, Bielefeld, Germany
| | | | - Jörn Kalinowski
- Center for Biotechnology (CeBiTec), Bielefeld University, Bielefeld, Germany
| | - Raimund Hoffrogge
- Bielefeld University, Bielefeld, Germany.,Center for Biotechnology (CeBiTec), Bielefeld University, Bielefeld, Germany
| | - Kerstin Otte
- University of Applied Sciences Biberach, Biberach, Germany
| | - Thomas Noll
- Bielefeld University, Bielefeld, Germany.,Center for Biotechnology (CeBiTec), Bielefeld University, Bielefeld, Germany
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15
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Shu J, Du J, Wang F, Cheng Y, Chen G, Xu B, Zhang D, Chen S. Circ_0091579 enhances the malignancy of hepatocellular carcinoma via miR-1287/PDK2 axis. Open Life Sci 2021; 16:69-83. [PMID: 33817300 PMCID: PMC7874672 DOI: 10.1515/biol-2021-0009] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Revised: 09/07/2020] [Accepted: 09/14/2020] [Indexed: 01/03/2023] Open
Abstract
Several articles have indicated that circular RNAs are involved in pathogenesis of human cancers. Nevertheless, the role of circ_0091579 in hepatocellular carcinoma (HCC) progression remains to be revealed. Quantitative reverse transcriptase polymerase chain reaction was carried out to examine the expression of circ_0091579 and miR-1287. The proliferation of HCC cells was determined by 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) assay. Flow cytometry was performed to analyze cell cycle progression and apoptosis. Western blot assay was conducted to detect the protein expression of CyclinD1, Cleaved caspase3, and pyruvate dehydrogenase kinase 2 (PDK2). Cell glycolysis was evaluated by measuring the uptake of glucose, the production of lactate, and extracellular acidification rate. The target relationship between miR-1287 and circ_0091579 or PDK2 was verified by dual-luciferase reporter assay, RNA immunoprecipitation assay, and RNA-pull down assay. The enrichment of circ_0091579 was enhanced in HCC tissues (n = 77) and four HCC cell lines (HB611, Huh-7, MHCC97, and SNU423) compared with adjacent non-tumor tissues (n = 77) and normal human liver cell line THLE-2. Circ_0091579 mediated the promotion of proliferation and glycolysis and the suppression of apoptosis of HCC cells. MiR-1287 was a direct target of circ_0091579 in HCC cells. MiR-1287 knockdown reversed the effects caused by circ_0091579 interference on the functions of HCC cells. PDK2 could bind to miR-1287 in HCC cells. Circ_0091579 upregulated the enrichment of PDK2 by acting as a sponge of miR-1287 in HCC cells. The influence caused by circ_0091579 intervention on HCC cells was attenuated by overexpression of PDK2. Circ_0091579 interference impeded the progression of HCC in vivo. Circ_0091579 deteriorated HCC by promoting the proliferation and glycolytic metabolism and suppressing the apoptosis of HCC cells via miR-1287/PDK2 axis.
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Affiliation(s)
- Junwei Shu
- Department of General Surgery, Ankang People's Hospital of Shanxi Province, Ankang, 6-1-3302, Shifu Courtyard, High-Tech Zone, Ankang 725000, Shanxi Province, China
| | - Jiayuan Du
- Department of General Surgery, Ankang People's Hospital of Shanxi Province, Ankang, 6-1-3302, Shifu Courtyard, High-Tech Zone, Ankang 725000, Shanxi Province, China
| | - Futao Wang
- Department of General Surgery, Ankang People's Hospital of Shanxi Province, Ankang, 6-1-3302, Shifu Courtyard, High-Tech Zone, Ankang 725000, Shanxi Province, China
| | - Yong Cheng
- Department of General Surgery, Ankang People's Hospital of Shanxi Province, Ankang, 6-1-3302, Shifu Courtyard, High-Tech Zone, Ankang 725000, Shanxi Province, China
| | - Gangxin Chen
- Department of General Surgery, Ankang People's Hospital of Shanxi Province, Ankang, 6-1-3302, Shifu Courtyard, High-Tech Zone, Ankang 725000, Shanxi Province, China
| | - Bing Xu
- Department of General Surgery, Ankang People's Hospital of Shanxi Province, Ankang, 6-1-3302, Shifu Courtyard, High-Tech Zone, Ankang 725000, Shanxi Province, China
| | - Dianpeng Zhang
- Department of General Surgery, Ankang People's Hospital of Shanxi Province, Ankang, 6-1-3302, Shifu Courtyard, High-Tech Zone, Ankang 725000, Shanxi Province, China
| | - Shuangjiang Chen
- Department of General Surgery, Ankang People's Hospital of Shanxi Province, Ankang, 6-1-3302, Shifu Courtyard, High-Tech Zone, Ankang 725000, Shanxi Province, China
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16
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Leroux AC, Bartels E, Winter L, Mann M, Otte K, Zehe C. Transferability of miRNA-technology to bioprocessing: Influence of cultivation mode and media. Biotechnol Prog 2020; 37:e3107. [PMID: 33300297 PMCID: PMC8244005 DOI: 10.1002/btpr.3107] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2020] [Revised: 10/30/2020] [Accepted: 11/30/2020] [Indexed: 01/23/2023]
Abstract
The biopharmaceutical industry strives for improvement of their production processes. In recent years, miRNAs have been shown to positively impact the production capacity of recombinant CHO cells, especially with regard to difficult to express proteins. Effective and reliable gene regulation of process relevant target genes by miRNAs is a prerequisite for integrating them into the toolbox of industrial cell engineering strategies. However, most studies rely on transient transfection of miRNA mimics; there is low standardization in evaluation of miRNA function and little knowledge on transferability of effects found during transient expression to stable expression during industry relevant fed‐batch cultivation. In order to provide more insight into this topic, we used the pcDNA6.2 vector for stable miRNA overexpression during batch and fed‐batch cultivation in CHO DG44 cells, optimized the vector, and compared the miRNA levels and effects with those achieved by transfection of miRNA mimics. We found that miR‐1 downregulated TWF1 mRNA in different recombinant CHO DG44 clones in a dose‐dependent manner during transient batch cultivation. Cells stably overexpressing miR‐1 also showed a TWF1 mRNA downregulation when cultivated in batch mode using in‐house medium 1. However, when the cells stably overexpressing miR‐1 were cultivated in fed‐batch mode using in‐house medium 2. Consequently, a change of cultivation mode and medium seems to have an impact on target gene regulation by miRNA. Taken together, our findings highlight the importance to standardize miRNA evaluations and test miRNAs in the final application environment.
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Affiliation(s)
- Ann-Cathrin Leroux
- Product Development, Sartorius Stedim Cellca GmbH, Ulm, Germany.,Advanced Biotech Applications Corporate Research, Sartorius Stedim Cellca GmbH, Ulm, Germany
| | - Elisabeth Bartels
- Product Development, Sartorius Stedim Cellca GmbH, Ulm, Germany.,Operations, Sartorius Stedim Cellca GmbH, Ulm, Germany
| | - Luise Winter
- Product Development, Sartorius Stedim Cellca GmbH, Ulm, Germany.,Upstream Process Development, Rentschler Biopharma, Laupheim, Germany
| | - Melanie Mann
- Product Development, Sartorius Stedim Cellca GmbH, Ulm, Germany
| | - Kerstin Otte
- Biology, Cell- and Molecular Biology, Biberach University of Applied Sciences, Biberach an der Riß, Germany
| | - Christoph Zehe
- Advanced Biotech Applications Corporate Research, Sartorius Stedim Cellca GmbH, Ulm, Germany
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17
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Huang Z, Xu J, Yongky A, Morris CS, Polanco AL, Reily M, Borys MC, Li ZJ, Yoon S. CHO cell productivity improvement by genome-scale modeling and pathway analysis: Application to feed supplements. Biochem Eng J 2020. [DOI: 10.1016/j.bej.2020.107638] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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18
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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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19
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Amadi IM, Agrawal V, Christianson T, Bardliving C, Shamlou P, LeBowitz JH. Inhibition of endogenous miR-23a/miR-377 in CHO cells enhances difficult-to-express recombinant lysosomal sulfatase activity. Biotechnol Prog 2020; 36:e2974. [PMID: 31990124 DOI: 10.1002/btpr.2974] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2019] [Revised: 11/11/2019] [Accepted: 01/22/2020] [Indexed: 11/10/2022]
Abstract
Difficult-to-express (DTE) recombinant proteins such as multi-specific proteins, DTE monoclonal antibodies, and lysosomal enzymes have seen difficulties in manufacturability using Chinese hamster ovary (CHO) cells or other mammalian cells as production platforms. CHO cells are preferably used for recombinant protein production for their ability to secrete human-like recombinant proteins with posttranslational modification, resistance to viral infection, and familiarity with drug regulators. However, despite huge progress made in engineering CHO cells for high volumetric productivity, DTE proteins like recombinant lysosomal sulfatase represent one of the poorly understood proteins. Furthermore, there is growing interest in the use of microRNA (miRNA) to engineer CHO cells expressing DTE proteins to improve cell performance of relevant bioprocess phenotypes. To our knowledge, no research has been done to improve CHO cell production of DTE recombinant lysosomal sulfatase using miRNA. We identified miR-23a and miR-377 as miRNAs predicted to target SUMF1, an activator of sulfatases, using in silico prediction tools. Transient inhibition of CHO endogenous miR-23a/miR-377 significantly enhanced recombinant sulfatase enzyme-specific activity by ~15-21% compared to scramble without affecting cell growth. Though inhibition of miR-23a/miR-377 had no significant effect on the mRNA and protein levels of SUMF1, overexpression of miR-23a/377 caused ~30% and ~27-29% significant reduction in endogenous SUMF1 protein and mRNA expression levels, respectively. In summary, our data demonstrate the importance of using miRNA to optimize the CHO cell line secreting DTE recombinant lysosomal sulfatase.
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Affiliation(s)
- Ifeanyi Michael Amadi
- BioMarin Pharmaceutical Inc., Novato, California.,Keck Graduate Institute, Claremont, California
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20
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Henry MN, MacDonald MA, Orellana CA, Gray PP, Gillard M, Baker K, Nielsen LK, Marcellin E, Mahler S, Martínez VS. Attenuating apoptosis in Chinese hamster ovary cells for improved biopharmaceutical production. Biotechnol Bioeng 2020; 117:1187-1203. [DOI: 10.1002/bit.27269] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Revised: 11/25/2019] [Accepted: 01/04/2020] [Indexed: 12/11/2022]
Affiliation(s)
- Matthew N. Henry
- Australian Institute for Bioengineering and Nanotechnology (AIBN) The University of Queensland Brisbane Queensland Australia
| | - Michael A. MacDonald
- ARC Training Centre for Biopharmaceutical Innovation (CBI) Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland Brisbane Queensland Australia
| | - Camila A. Orellana
- Australian Institute for Bioengineering and Nanotechnology (AIBN) The University of Queensland Brisbane Queensland Australia
| | - Peter P. Gray
- Australian Institute for Bioengineering and Nanotechnology (AIBN) The University of Queensland Brisbane Queensland Australia
| | - Marianne Gillard
- Australian Institute for Bioengineering and Nanotechnology (AIBN) The University of Queensland Brisbane Queensland Australia
| | - Kym Baker
- ARC Training Centre for Biopharmaceutical Innovation (CBI) Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland Brisbane Queensland Australia
- Patheon Biologics—A Part of Thermo Fisher Scientific Brisbane Queensland Australia
| | - Lars K. Nielsen
- Australian Institute for Bioengineering and Nanotechnology (AIBN) The University of Queensland Brisbane Queensland Australia
- ARC Training Centre for Biopharmaceutical Innovation (CBI) Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland Brisbane Queensland Australia
- Metabolomics Australia The University of Queensland Brisbane Queensland Australia
- The Novo Nordisk Foundation Center for Biosustainability Technical University of Denmark Kgs. Lyngby Denmark
| | - Esteban Marcellin
- Australian Institute for Bioengineering and Nanotechnology (AIBN) The University of Queensland Brisbane Queensland Australia
- ARC Training Centre for Biopharmaceutical Innovation (CBI) Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland Brisbane Queensland Australia
- Metabolomics Australia The University of Queensland Brisbane Queensland Australia
| | - Stephen Mahler
- ARC Training Centre for Biopharmaceutical Innovation (CBI) Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland Brisbane Queensland Australia
| | - Verónica S. Martínez
- ARC Training Centre for Biopharmaceutical Innovation (CBI) Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland Brisbane Queensland Australia
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21
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Inwood S, Abaandou L, Betenbaugh M, Shiloach J. Improved protein expression in HEK293 cells by over-expressing miR-22 and knocking-out its target gene, HIPK1. N Biotechnol 2019; 54:28-33. [PMID: 31425885 DOI: 10.1016/j.nbt.2019.08.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Revised: 07/01/2019] [Accepted: 08/15/2019] [Indexed: 02/08/2023]
Abstract
Stable cell lines can continuously produce a recombinant protein without the need to repeatedly engineer the genome. In a previous study HIPK1, Homeodomain-interacting Protein Kinase 1, was found to be a target of the microRNA miR-22 that, when repressed, improved expression of both an intracellular and a secreted protein. In this report, HEK293 cells stably over-expressing miR-22 were compared with HEK293 with knockout of HIPK1, executed by CRISPR/Cas9, for their ability to improve recombinant protein expression. In this model case of luciferase, over-expression of miR-22 improved overall activity 2.4-fold while the HIPK1 knockout improved overall activity 4.7-fold.
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Affiliation(s)
- Sarah Inwood
- Biotechnology Core Laboratory NIDDK, NIH, Bethesda, Maryland, 20892, USA; Department of Chemical and Biomolecular Engineering Johns Hopkins University, Baltimore, Maryland, 21218, USA
| | - Laura Abaandou
- Biotechnology Core Laboratory NIDDK, NIH, Bethesda, Maryland, 20892, USA
| | - Michael Betenbaugh
- Department of Chemical and Biomolecular Engineering Johns Hopkins University, Baltimore, Maryland, 21218, USA
| | - Joseph Shiloach
- Biotechnology Core Laboratory NIDDK, NIH, Bethesda, Maryland, 20892, USA.
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22
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Raab N, Mathias S, Alt K, Handrick R, Fischer S, Schmieder V, Jadhav V, Borth N, Otte K. CRISPR/Cas9-Mediated Knockout of MicroRNA-744 Improves Antibody Titer of CHO Production Cell Lines. Biotechnol J 2019; 14:e1800477. [PMID: 30802343 DOI: 10.1002/biot.201800477] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Revised: 01/25/2019] [Accepted: 01/28/2019] [Indexed: 12/18/2022]
Abstract
MicroRNAs (miRNAs) are noncoding RNAs that serve as versatile molecular engineering tools to improve production cells by overexpression or knockdown of miRNAs showing beneficial or adverse effects on cell-culture performance. The genomic knockout (KO) of noncoding RNAs in Chinese hamster ovary (CHO) production cells has not been reported. However, given the significant number of miRNAs showing negative effects on CHO-bioprocess performance and the development of clustered regularly interspaced short palindromic repeats/CRISPR-associated proteins (CRISPR/Cas9), genome editing tools facilitate precise optimization of CHO cells via modulation of noncoding RNAs. In a previous high-content miRNA screen, miR-744 was identified as a potential target associated with reduced productivity. Hence, the genomic miR-744 precursor sequence is deleted by two single guide RNA (sgRNA)-Cas9-mediated DNA double-strand breaks (DSB) flanking the miR-744 locus. After fluorescence-activated cell sorting (FACS), clonal miR-744 KO cell lines are recovered and three of them are confirmed as miR-744 KOs. Impacts of CRISPR/Cas9 editing are characterized at the genetic, transcript, and phenotypic levels. During batch cultivation, antibody titers of miR-744 KOs are significantly increased to 190-311 mg L-1 compared to a nontargeting (NT) sgRNA transfected clonal control with 156 mg L-1 , pointing towards the potential of miRNA KO for cell line engineering.
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Affiliation(s)
- Nadja Raab
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Str. 35, Biberach, 88400, Germany
| | - Sven Mathias
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Str. 35, Biberach, 88400, Germany
| | - Kerstin Alt
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Str. 35, Biberach, 88400, Germany
- Genetikum, Wegenerstraße 15, Neu-Ulm, 89231, Germany
| | - René Handrick
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Str. 35, Biberach, 88400, Germany
| | - Simon Fischer
- Boehringer Ingelheim Pharma GmbH & Co KG, Cell Line Development CMB, Birkendorfer Str. 65, Biberach, 88397, Germany
| | - Valerie Schmieder
- Austrian Center of Industrial Biotechnology, Muthgasse 11, Vienna, 1190, Austria
| | - Vaibhav Jadhav
- Austrian Center of Industrial Biotechnology, Muthgasse 11, Vienna, 1190, Austria
| | - Nicole Borth
- Austrian Center of Industrial Biotechnology, Muthgasse 11, Vienna, 1190, Austria
- BOKU Vienna, Institute of Biotechnology, Gregor-Mendel-Straße 33, Vienna, 1180, Austria
| | - Kerstin Otte
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Str. 35, Biberach, 88400, Germany
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23
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Klanert G, Bydlinski N, Agu P, Diendorfer AB, Hackl M, Hanscho M, Melcher M, Baumann M, Grillari J, Borth N. Transient manipulation of the expression level of selected growth rate correlating microRNAs does not increase growth rate in CHO-K1 cells. J Biotechnol 2019; 295:63-70. [PMID: 30853633 DOI: 10.1016/j.jbiotec.2019.02.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Revised: 01/22/2019] [Accepted: 02/19/2019] [Indexed: 02/05/2023]
Abstract
Engineering of Chinese Hamster Ovary cells by manipulating microRNA (miRNA) expression levels has been shown to induce advantageous, desired phenotypes. Most of these studies so far were concerned with increasing productivity or reducing growth rate (with the implied intention of thus freeing cellular resources to also increase productivity). Here we evaluated the ability of growth correlating miRNAs to increase the growth rate of CHO-K1 cells by transient overexpression or knock down, respectively. Candidates were selected based on the correlation between growth rate and miRNA expression levels as observed in previous studies. These candidates were then up- or downregulated initially by transfection of mimics or inhibitors and subsequently by transfection of plasmids bearing the corresponding miRNAs or sponges. None of the 40 selected candidates was able to induce a better growth phenotype under these conditions. Overlap between miRNAs identified to correlate to growth in published miRNA expression studies and those identified to actively increase growth rate in a functional screen is minimal, indicating that the here selected approach of traditional overexpression/knock down engineering of miRNAs may not be a suitable strategy for the purpose of increasing growth rate.
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Affiliation(s)
- Gerald Klanert
- Austrian Centre of Industrial Biotechnology, Graz, Austria
| | - Nina Bydlinski
- University of Natural Resources and Life Sciences, Vienna, Austria
| | - Patrice Agu
- Austrian Centre of Industrial Biotechnology, Graz, Austria
| | | | | | | | - Michael Melcher
- Austrian Centre of Industrial Biotechnology, Graz, Austria; University of Natural Resources and Life Sciences, Vienna, Austria
| | | | - Johannes Grillari
- University of Natural Resources and Life Sciences, Vienna, Austria; TAmiRNA Gmbh, Vienna, Austria
| | - Nicole Borth
- Austrian Centre of Industrial Biotechnology, Graz, Austria; University of Natural Resources and Life Sciences, Vienna, Austria.
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24
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Yamano N, Omasa T. EGCG improves recombinant protein productivity in Chinese hamster ovary cell cultures via cell proliferation control. Cytotechnology 2018; 70:1697-1706. [PMID: 30069612 PMCID: PMC6269352 DOI: 10.1007/s10616-018-0243-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Accepted: 07/24/2018] [Indexed: 10/28/2022] Open
Abstract
Chinese hamster ovary cell lines are good manufacturing practice-certified host cells and are widely used in the field of biotechnology to produce therapeutic antibodies. Recombinant protein productivity in cells is strongly associated with cell growth. To control cell proliferation, many approaches have previously been tested including: genetic engineering, chemical additives such as cell cycle inhibitors, and temperature shift of the culture. To be widely adopted in the biopharmaceutical industry, the culture methods should be simple, uniform and safe. To this end, we examined the use a natural compound to improve the production capacity. In this study, we focused on the antioxidants, catechin polyphenols, which are found in green tea, for cell proliferation control strategies. (-)-Epigallocatechin-3-gallate (EGCG), the major catechin that induces G0/G1 cell cycle arrest, was investigated for its effect on recombinant protein production. Adding EGCG to the cell culture media resulted in slower cellular growth and longer cell longevity, which improved the specific productivity and total yield of recombinant IgG1 in batch cultures by almost 50% for an extra 2 or 3 days of culture. A lower L-glutamine consumption rate was observed in cells cultured in EGCG-containing media, which may be suggesting that there was less stress in the culture environment. Additionally, EGCG did not affect the N-glycan quality of IgG1. Our results indicated that adding EGCG only on the first day of the culture enhanced the specific productivity and total amount of recombinant protein production in batch cultures. This approach may prove to be useful for biopharmaceutical production.
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Affiliation(s)
- Noriko Yamano
- Manufacturing Technology Association of Biologics, 7-1-49, Minatojima-Minamimachi, Chuo-ku, Kobe, Hyogo, 650-0047, Japan.
- Graduate School of Engineering, Osaka University, 2-1, Yamadaoka, Suita, Osaka, 565-0871, Japan.
| | - Takeshi Omasa
- Graduate School of Engineering, Osaka University, 2-1, Yamadaoka, Suita, Osaka, 565-0871, Japan
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25
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Debottlenecking protein secretion and reducing protein aggregation in the cellular host. Curr Opin Biotechnol 2018; 53:151-157. [DOI: 10.1016/j.copbio.2018.01.007] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 01/05/2018] [Accepted: 01/08/2018] [Indexed: 01/05/2023]
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26
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Costello A, Lao NT, Gallagher C, Capella Roca B, Julius LAN, Suda S, Ducrée J, King D, Wagner R, Barron N, Clynes M. Leaky Expression of the TET-On System Hinders Control of Endogenous miRNA Abundance. Biotechnol J 2018; 14:e1800219. [PMID: 29989353 DOI: 10.1002/biot.201800219] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Revised: 06/08/2018] [Indexed: 12/12/2022]
Abstract
With the ability to affect multiple genes and fundamental pathways simultaneously, miRNA engineering of Chinese Hamster Ovary (CHO) cells has significant advantages over single gene expression or repression. Tight control of these molecular triggers is desirable as it could in theory allow on/off or even tunable regulation of desirable cellular phenotypes. The present study investigated the potential of employing a tetracycline inducible (TET-On) system for conditional knockdown of specific miRNAs but encountered several challenges. The authors show a significant reduction in cell proliferation and culture viability when maintained in media supplemented with the TET-On induction agent Doxycycline at concentrations commonly reported. Calculation of a mature miRNA and miRNA sponge mRNA copy number demonstrates that leaky basal transgene expression in the un-induced state, is sufficient for significant miRNA knockdown. This work highlights challenges of the TET-On inducible expression system for controlled manipulation of endogenous miRNAs with two examples; miR-378 and miR-455. The authors suggest a solution involving isolation of highly inducible clones and use a single cell analysis platform to demonstrate the heterogeneity of basal expression and inducibility. Finally, the authors describe numerous strategies to minimize leaky transgene expression and alterations to current miRNA sponge design.
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Affiliation(s)
- Alan Costello
- National Institute for Cellular Biotechnology, Dublin City University, D09 NR58, Dublin, Ireland
| | - Nga T Lao
- National Institute for Cellular Biotechnology, Dublin City University, D09 NR58, Dublin, Ireland
| | - Clair Gallagher
- National Institute for Cellular Biotechnology, Dublin City University, D09 NR58, Dublin, Ireland
| | - Berta Capella Roca
- National Institute for Cellular Biotechnology, Dublin City University, D09 NR58, Dublin, Ireland
| | | | - Srinivas Suda
- National Institute for Bioprocessing Research and Training, University College Dublin, Dublin, Ireland
| | - Jens Ducrée
- Fraunhofer Project Centre, Dublin City University, Dublin, Ireland
| | - Damien King
- Fraunhofer Project Centre, Dublin City University, Dublin, Ireland
| | | | - Niall Barron
- National Institute for Bioprocessing Research and Training, University College Dublin, Dublin, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, D09 NR58, Dublin, Ireland
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27
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Lu J, Tang L, Xu Y, Ge K, Huang J, Gu M, Zhong J, Huang Q. Mir-1287 suppresses the proliferation, invasion, and migration in hepatocellular carcinoma by targeting PIK3R3. J Cell Biochem 2018; 119:9229-9238. [PMID: 29953647 DOI: 10.1002/jcb.27190] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Accepted: 05/24/2018] [Indexed: 12/22/2022]
Abstract
Mature microRNAs (miRNAs) are a class of small noncoding RNA molecules involved in regulation of post-translational gene expression. Although aberrant levels of miRNAs have been found in various tumor tissues, their importance in tumor development and the molecular basis of their regulatory role remain unclear. Our bioinformatic analysis on The Cancer Genome Atlas database and microarray-based comparison of miRNA in different cell lines revealed that the level of mir-1287 is suppressed in hepatocellular carcinoma (HCC) cells. When upregulated, mir-1287 can reduce the tumorigenesis phenotypes of HCC cells in several in vitro models. We further found that mir-1287 directly targets messenger RNA encoding PIK3R3, which is a tumor-promoting factor acting in several pathways linked to tumorigenesis. Our study suggests that aberrant suppression of mir-1287 is potentially responsible for the development of HCC, and miRNA-based strategies may be developed for efficient detection and treatment of HCC.
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Affiliation(s)
- Junhao Lu
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China
| | - Licheng Tang
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China
| | - Yuqiang Xu
- Shanghai High-Tech United Bio-Technological R&D Co, Ltd, Shanghai, China
| | - Kuikui Ge
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China
| | - Jinjiang Huang
- Shanghai High-Tech United Bio-Technological R&D Co, Ltd, Shanghai, China
| | - Meigang Gu
- Laboratory of Virology and Infectious Disease Center for the Study of Hepatitis C, Rockefeller University, New York, New York
| | - Jiang Zhong
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China
| | - Qingshan Huang
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China.,Shanghai High-Tech United Bio-Technological R&D Co, Ltd, Shanghai, China
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28
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Dangi AK, Sinha R, Dwivedi S, Gupta SK, Shukla P. Cell Line Techniques and Gene Editing Tools for Antibody Production: A Review. Front Pharmacol 2018; 9:630. [PMID: 29946262 PMCID: PMC6006397 DOI: 10.3389/fphar.2018.00630] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Accepted: 05/25/2018] [Indexed: 12/16/2022] Open
Abstract
The present day modern formulation practices for drugs are based on newer tools and techniques toward effective utilization. The methods of antibody formulations are to be revolutionized based on techniques of cell engineering and gene editing. In the present review, we have discussed innovations in cell engineering toward production of novel antibodies for therapeutic applications. Moreover, this review deciphers the use of RNAi, ribozyme engineering, CRISPR-Cas-based techniques for better strategies for antibody production. Overall, this review describes the multidisciplinary aspects of the production of therapeutic proteins that has gained more attention due to its increasing demand.
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Affiliation(s)
- Arun K. Dangi
- Enzyme Technology and Protein Bioinformatics Laboratory, Department of Microbiology, Maharshi Dayanand University, Rohtak, India
| | | | - Shailja Dwivedi
- Advanced Biotech Lab, Ipca Laboratories Limited, Mumbai, India
| | | | - Pratyoosh Shukla
- Enzyme Technology and Protein Bioinformatics Laboratory, Department of Microbiology, Maharshi Dayanand University, Rohtak, India
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29
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Lu Y, Zhou Q, Han Q, Wu P, Zhang L, Zhu L, Weaver DT, Xu C, Zhang B. Inactivation of deubiquitinase CYLD enhances therapeutic antibody production in Chinese hamster ovary cells. Appl Microbiol Biotechnol 2018; 102:6081-6093. [DOI: 10.1007/s00253-018-9070-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Revised: 05/03/2018] [Accepted: 05/06/2018] [Indexed: 12/20/2022]
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30
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Weis BL, Guth N, Fischer S, Wissing S, Fradin S, Holzmann KH, Handrick R, Otte K. Stable miRNA overexpression in human CAP cells: Engineering alternative production systems for advanced manufacturing of biologics using miR-136 and miR-3074. Biotechnol Bioeng 2018; 115:2027-2038. [PMID: 29665036 DOI: 10.1002/bit.26715] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 03/15/2018] [Accepted: 04/09/2018] [Indexed: 01/06/2023]
Abstract
Chinese hamster ovary (CHO) cells still represent the major production host for therapeutic proteins. However, multiple limitations have been acknowledged leading to the search for alternative expression systems. CEVEC's amniocyte production (CAP) cells are human production cells demonstrated to enable efficient overexpression of recombinant proteins with human glycosylation pattern. However, CAP cells have not yet undergone any engineering approaches to optimize process parameters for a cheaper and more sustainable production of biopharmaceuticals. Thus, we assessed the possibility to enhance CAP cell production capacity via cell engineering using miRNA technology. Based on a previous high-content miRNA screen in CHO-SEAP cells, selected pro-productive miRNAs including, miR-99b-3p, 30a-5p, 329-3p, 483-3p, 370-3p, 219-1-3p, 3074-5p, 136-3p, 30e-5p, 1a-3p, and 484-5p, were shown to act pro-productive and product independent upon transient transfection in CAP and CHO antibody expressing cell lines. Stable expression of miRNAs established seven CAP cell pools with an overexpression of the pro-productive miRNA strand. Subsequent small-scale screening as well as upscaling batch experiments identified miR-136 and miR-3074 to significantly increase final mAb concentration in CAP-mAb cells. Transcriptomic changes analyzed by microarrays identified several lncRNAs as well as growth and apoptosis-related miRNAs to be differentially regulated in CAP-mAb-miR-136 and -miR-3074. This study presents the first engineering approach to optimize the alternative human expression system of CAP-cells.
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Affiliation(s)
- Benjamin L Weis
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Biberach, Germany
| | - Nadine Guth
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Biberach, Germany
| | - Simon Fischer
- Boehringer Ingelheim Pharma GmbH & Co KG, Cell Culture Development CMB, Biberach, Germany
| | | | | | | | - René Handrick
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Biberach, Germany
| | - Kerstin Otte
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Biberach, Germany
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31
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Kamachi Y, Omasa T. Development of hyper osmotic resistant CHO host cells for enhanced antibody production. J Biosci Bioeng 2018; 125:470-478. [DOI: 10.1016/j.jbiosc.2017.11.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2017] [Revised: 10/29/2017] [Accepted: 11/06/2017] [Indexed: 12/28/2022]
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32
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Valdés-Bango Curell R, Barron N. Exploring the Potential Application of Short Non-Coding RNA-Based Genetic Circuits in Chinese Hamster Ovary Cells. Biotechnol J 2018; 13:e1700220. [PMID: 29377624 DOI: 10.1002/biot.201700220] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Revised: 01/15/2018] [Indexed: 12/14/2022]
Abstract
The majority of cell engineering for recombinant protein production to date has relied on traditional genetic engineering strategies, such as gene overexpression and gene knock-outs, to substantially improve the production capabilities of Chinese Hamster Ovary (CHO) cells. However, further improvements in cellular productivity or control over product quality is likely to require more sophisticated rational approaches to coordinate and balance cellular pathways. For these strategies to be implemented, novel molecular tools need to be developed to facilitate more refined control of gene expression. Multiple gene control strategies are developed over the last decades in the field of synthetic biology, including DNA and RNA-based systems, which allows tight and timely control over gene expression. microRNAs has received a lot of attention over the last decade in the CHO field and are used to engineer and improve CHO cells. In this review we focus on microRNA-based gene control systems and discuss their potential use as tools rather than targets in order to gain better control over gene expression.
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Affiliation(s)
| | - Niall Barron
- The National Institute for Bioprocessing Research and Training, Fosters Avenue, Blackrock, Dublin, Ireland.,University College Dublin, Dublin, Ireland
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33
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Methods for Using Small Non-Coding RNAs to Improve Recombinant Protein Expression in Mammalian Cells. Genes (Basel) 2018; 9:genes9010025. [PMID: 29315258 PMCID: PMC5793178 DOI: 10.3390/genes9010025] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Revised: 12/19/2017] [Accepted: 01/03/2018] [Indexed: 12/27/2022] Open
Abstract
The ability to produce recombinant proteins by utilizing different “cell factories” revolutionized the biotherapeutic and pharmaceutical industry. Chinese hamster ovary (CHO) cells are the dominant industrial producer, especially for antibodies. Human embryonic kidney cells (HEK), while not being as widely used as CHO cells, are used where CHO cells are unable to meet the needs for expression, such as growth factors. Therefore, improving recombinant protein expression from mammalian cells is a priority, and continuing effort is being devoted to this topic. Non-coding RNAs are RNA segments that are not translated into a protein and often have a regulatory role. Since their discovery, major progress has been made towards understanding their functions. Non-coding RNA has been investigated extensively in relation to disease, especially cancer, and recently they have also been used as a method for engineering cells to improve their protein expression capability. In this review, we provide information about methods used to identify non-coding RNAs with the potential of improving recombinant protein expression in mammalian cell lines.
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34
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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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35
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Pieper LA, Strotbek M, Wenger T, Olayioye MA, Hausser A. ATF6β-based fine-tuning of the unfolded protein response enhances therapeutic antibody productivity of Chinese hamster ovary cells. Biotechnol Bioeng 2017; 114:1310-1318. [PMID: 28165157 DOI: 10.1002/bit.26263] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2016] [Revised: 01/19/2017] [Accepted: 01/29/2017] [Indexed: 01/15/2023]
Abstract
The dynamics of protein folding and secretion are key issues in improving the productivity and robustness of Chinese hamster ovary (CHO) producer cells. High recombinant protein secretion in CHO producer clones triggers the activation of the unfolded protein response (UPR), an intracellular response to the accumulation of unfolded and misfolded proteins in the endoplasmic reticulum (ER). We previously reported that the human microRNA (miRNA) miR-1287 enhances productivity in IgG-expressing CHO cells (CHO-IgG). Here, through next-generation sequencing (NGS), we identified the activating transcription factor 6 beta (ATF6β), a repressor of the pro-survival and UPR promoting factor ATF6α, as a direct target gene of miR-1287 in CHO-IgG cells. We show that the transient depletion of ATF6β resulted in enhanced specific productivity comparable to that of miR-1287-expressing CHO-IgG cells. Strikingly, stable ATF6β knockdown in CHO-IgG cells significantly improved antibody titer and viable cell density under fed-batch conditions. This was associated with the elevated expression of the UPR genes glucose-regulated protein 78 (GRP78), homocysteine inducible ER protein with ubiquitin like domain 1 (Herpud1) and CCAAT/enhancer-binding protein homologous protein (CHOP). We hence demonstrate that ATF6β-based cell line engineering is a promising strategy to improve the productivity of CHO producer cells by activating an optimally balanced UPR program. Biotechnol. Bioeng. 2017;114: 1310-1318. © 2017 Wiley Periodicals, Inc.
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Affiliation(s)
- Lisa A Pieper
- Institute of Cell Biology and Immunology, University of Stuttgart, Allmandring 31, 70569 Stuttgart, Germany
| | - Michaela Strotbek
- Institute of Cell Biology and Immunology, University of Stuttgart, Allmandring 31, 70569 Stuttgart, Germany
| | - Till Wenger
- Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riß, Germany
| | - Monilola A Olayioye
- Institute of Cell Biology and Immunology, University of Stuttgart, Allmandring 31, 70569 Stuttgart, Germany.,Stuttgart Research Center Systems Biology, University of Stuttgart, Stuttgart, Germany
| | - Angelika Hausser
- Institute of Cell Biology and Immunology, University of Stuttgart, Allmandring 31, 70569 Stuttgart, Germany.,Stuttgart Research Center Systems Biology, University of Stuttgart, Stuttgart, Germany
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36
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Meyer HJ, Reilly D, Martin SE, Wong AW. Identification of a novel miRNA that increases transient protein expression in combination with valproic acid. Biotechnol Prog 2017; 33:1139-1145. [DOI: 10.1002/btpr.2488] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2017] [Revised: 04/18/2017] [Indexed: 12/29/2022]
Affiliation(s)
| | - Dorothea Reilly
- Dept. of Early Stage Cell Culture; 1 DNA Way South San Francisco CA 94080
| | - Scott E. Martin
- Department of Discovery Oncology; Genentech; 1 DNA Way South San Francisco CA 94080
| | - Athena W. Wong
- Dept. of Early Stage Cell Culture; 1 DNA Way South San Francisco CA 94080
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37
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Schoellhorn M, Fischer S, Wagner A, Handrick R, Otte K. miR-143 targets MAPK7 in CHO cells and induces a hyperproductive phenotype to enhance production of difficult-to-express proteins. Biotechnol Prog 2017; 33:1046-1058. [DOI: 10.1002/btpr.2475] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2016] [Revised: 03/24/2017] [Indexed: 12/17/2022]
Affiliation(s)
- Melanie Schoellhorn
- Inst. of Applied Biotechnology, University of Applied Sciences Biberach; Hubertus-Liebrecht-Strasse 35 Biberach 88400 Germany
| | - Simon Fischer
- Inst. of Applied Biotechnology, University of Applied Sciences Biberach; Hubertus-Liebrecht-Strasse 35 Biberach 88400 Germany
| | - Andreas Wagner
- Inst. of Applied Biotechnology, University of Applied Sciences Biberach; Hubertus-Liebrecht-Strasse 35 Biberach 88400 Germany
| | - René Handrick
- Inst. of Applied Biotechnology, University of Applied Sciences Biberach; Hubertus-Liebrecht-Strasse 35 Biberach 88400 Germany
| | - Kerstin Otte
- Inst. of Applied Biotechnology, University of Applied Sciences Biberach; Hubertus-Liebrecht-Strasse 35 Biberach 88400 Germany
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38
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Fischer S, Marquart KF, Pieper LA, Fieder J, Gamer M, Gorr I, Schulz P, Bradl H. miRNA engineering of CHO cells facilitates production of difficult-to-express proteins and increases success in cell line development. Biotechnol Bioeng 2017; 114:1495-1510. [PMID: 28262952 PMCID: PMC6084326 DOI: 10.1002/bit.26280] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Revised: 01/25/2017] [Accepted: 03/01/2017] [Indexed: 01/05/2023]
Abstract
In recent years, coherent with growing biologics portfolios also the number of complex and thus difficult-to-express (DTE) therapeutic proteins has increased considerably. DTE proteins challenge bioprocess development and can include various therapeutic protein formats such as monoclonal antibodies (mAbs), multi-specific affinity scaffolds (e.g., bispecific antibodies), cytokines, or fusion proteins. Hence, the availability of robust and versatile Chinese hamster ovary (CHO) host cell factories is fundamental for high-yielding bioprocesses. MicroRNAs (miRNAs) have emerged as potent cell engineering tools to improve process performance of CHO manufacturing cell lines. However, there has not been any report demonstrating the impact of beneficial miRNAs on industrial cell line development (CLD) yet. To address this question, we established novel CHO host cells constitutively expressing a pro-productive miRNA: miR-557. Novel host cells were tested in two independent CLD campaigns using two different mAb candidates including a normal as well as a DTE antibody. Presence of miR-557 significantly enhanced each process step during CLD in a product independent manner. Stable expression of miR-557 increased the probability to identify high-producing cell clones. Furthermore, production cell lines derived from miR-557 expressing host cells exhibited significantly increased final product yields in fed-batch cultivation processes without compromising product quality. Strikingly, cells co-expressing miR-557 and a DTE antibody achieved a twofold increase in product titer compared to clones co-expressing a negative control miRNA. Thus, host cell engineering using miRNAs represents a promising tool to overcome limitations in industrial CLD especially with regard to DTE proteins. Biotechnol. Bioeng. 2017;114: 1495-1510. © 2017 Wiley Periodicals, Inc.
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Affiliation(s)
- Simon Fischer
- Early Stage Bioprocess Development, Boehringer Ingelheim GmbH & Co. KG, Birkendorfer Strasse 65, 88397, Biberach, Germany.,Cell Culture Development CMB, Boehringer Ingelheim GmbH & Co. KG, Biberach, Germany
| | - Kim F Marquart
- Early Stage Bioprocess Development, Boehringer Ingelheim GmbH & Co. KG, Birkendorfer Strasse 65, 88397, Biberach, Germany
| | - Lisa A Pieper
- Institute of Cell Biology and Immunology, University of Stuttgart, Stuttgart, Germany
| | - Juergen Fieder
- Early Stage Bioprocess Development, Boehringer Ingelheim GmbH & Co. KG, Birkendorfer Strasse 65, 88397, Biberach, Germany
| | - Martin Gamer
- Early Stage Bioprocess Development, Boehringer Ingelheim GmbH & Co. KG, Birkendorfer Strasse 65, 88397, Biberach, Germany
| | - Ingo Gorr
- Early Stage Bioprocess Development, Boehringer Ingelheim GmbH & Co. KG, Birkendorfer Strasse 65, 88397, Biberach, Germany
| | - Patrick Schulz
- Cell Culture Development CMB, Boehringer Ingelheim GmbH & Co. KG, Biberach, Germany
| | - Harald Bradl
- Cell Culture Development CMB, Boehringer Ingelheim GmbH & Co. KG, Biberach, Germany
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39
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Pieper LA, Strotbek M, Wenger T, Gamer M, Olayioye MA, Hausser A. Secretory pathway optimization of CHO producer cells by co-engineering of the mitosRNA-1978 target genes CerS2 and Tbc1D20. Metab Eng 2017; 40:69-79. [PMID: 28088541 DOI: 10.1016/j.ymben.2017.01.003] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2016] [Revised: 12/23/2016] [Accepted: 01/09/2017] [Indexed: 12/13/2022]
Abstract
Chinese Hamster Ovary (CHO) cells are the most commonly used host for the production of biopharmaceuticals. Although transcription and translation engineering strategies have been employed to generate high-producer cell clones, the secretory pathway still remains a bottleneck in cellular productivity. In this study we show that ectopic expression of a human mitochondrial genome-encoded small RNA (mitosRNA-1978) in an IgG expressing CHO cell line strongly improved specific productivity by functioning in a microRNA-like fashion. By next generation sequencing we identified two endoplasmic reticulum (ER)-localized proteins, Ceramide Synthase 2 (CerS2) and the Rab1 GAP Tbc domain family member 20 (Tbc1D20), as target genes of mitosRNA-1978. Combined transient siRNA-mediated knockdown of CerS2 and Tbc1D20 resulted in increased specific productivity of CHO-IgG cells, thus recapitulating the mitosRNA-1978 phenotype. In support of a function in vesicular trafficking at the level of the ER, we provide evidence for altered cellular ceramide composition upon CerS2 knockdown and increased activity of Rab1 in CHO-IgG cells depleted of Tbc1D20. Importantly, in a fed-batch process, the combined stable knockdown of CerS2 and Tbc1D20 in CHO-IgG cells resulted in dramatically increased antibody production which was accompanied by enhanced cell growth. Thus, by identifying mitosRNA-1978 target genes in combination with an informed shRNA-mediated co-engineering approach we successfully optimized the secretory capacity of CHO producer cells used for the manufacturing of therapeutic proteins.
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Affiliation(s)
- Lisa A Pieper
- Institute of Cell Biology and Immunology, University of Stuttgart, Germany
| | - Michaela Strotbek
- Institute of Cell Biology and Immunology, University of Stuttgart, Germany
| | - Till Wenger
- Boehringer Ingelheim Pharma GmbH & Co.KG, Birkendorfer Str. 65, 88400 Biberach an der Riß, Germany
| | - Martin Gamer
- Boehringer Ingelheim Pharma GmbH & Co.KG, Birkendorfer Str. 65, 88400 Biberach an der Riß, Germany
| | - Monilola A Olayioye
- Institute of Cell Biology and Immunology, University of Stuttgart, Germany; Stuttgart Research Center Systems Biology, University of Stuttgart, Germany.
| | - Angelika Hausser
- Institute of Cell Biology and Immunology, University of Stuttgart, Germany; Stuttgart Research Center Systems Biology, University of Stuttgart, Germany.
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40
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Affiliation(s)
- Jennifer Pfizenmaier
- University of Stuttgart; Institute of Biochemical Engineering; Allmandring 31 70569 Stuttgart Germany
| | - Ralf Takors
- University of Stuttgart; Institute of Biochemical Engineering; Allmandring 31 70569 Stuttgart Germany
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41
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Pfizenmaier J, Junghans L, Teleki A, Takors R. Hyperosmotic stimulus study discloses benefits in ATP supply and reveals miRNA/mRNA targets to improve recombinant protein production of CHO cells. Biotechnol J 2016; 11:1037-47. [PMID: 27214792 DOI: 10.1002/biot.201500606] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2015] [Revised: 03/07/2016] [Accepted: 05/12/2016] [Indexed: 01/02/2023]
Abstract
Biopharmaceuticals are predominantly produced by Chinese hamster ovary (CHO) cells cultivated in fed-batch mode. Hyperosmotic culture conditions (≥ 350 mOsmol kg(∑1) ) resulting from feeding of nutrients may enhance specific product formation rates (qp ). As an improved ATP supply was anticipated to enhance qp this study focused on the identification of suitable miRNA/mRNA targets to increase ATP levels. Therefor next generation sequencing and a compartment specific metabolomics approach were applied to analyze the response of an antibody (mAB) producing CHO cell line upon osmotic shift (280 → 430 mOsmol kg(-1) ). Hyperosmotic culture conditions caused a ∼2.6-fold increase of specific ATP formation rates together with a ∼1.7-fold rise in cytosolic and mitochondrial ATP-pools, thus showing increased ATP supply. mRNA expression analysis identified several genes encoding glycosylated proteins with strictly tissue related function. In addition, hyperosmotic culture conditions induced an upregulation of miR-132-3p, miR-132-5p, miR-182, miR-183, miR-194, miR-215-3p, miR-215-5p which have all been related to cell cycle arrest/proliferation in cancer studies. In relation to a previous independent CHO study miR-183 may be the most promising target to enhance qp by stable overexpression. Furthermore, deletion of genes with presumably dispensable function in suspension growing CHO cells may enhance mAB formation by increased ATP levels.
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Affiliation(s)
- Jennifer Pfizenmaier
- University of Stuttgart, Institute of Biochemical Engineering, Stuttgart, Germany
| | - Lisa Junghans
- University of Stuttgart, Institute of Biochemical Engineering, Stuttgart, Germany
| | - Attila Teleki
- University of Stuttgart, Institute of Biochemical Engineering, Stuttgart, Germany
| | - Ralf Takors
- University of Stuttgart, Institute of Biochemical Engineering, Stuttgart, Germany.
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miRNA profiling of high, low and non-producing CHO cells during biphasic fed-batch cultivation reveals process relevant targets for host cell engineering. J Biotechnol 2016; 225:31-43. [PMID: 27002234 DOI: 10.1016/j.jbiotec.2016.03.028] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2015] [Revised: 03/11/2016] [Accepted: 03/17/2016] [Indexed: 01/01/2023]
Abstract
Fed-batch cultivation of recombinant Chinese hamster ovary (CHO) cell lines is one of the most widely used production modes for commercial manufacturing of recombinant protein therapeutics. Furthermore, fed-batch cultivations are often conducted as biphasic processes where the culture temperature is decreased to maximize volumetric product yields. However, it remains to be elucidated which intracellular regulatory elements actually control the observed pro-productive phenotypes. Recently, several studies have revealed microRNAs (miRNAs) to be important molecular switches of cell phenotypes. In this study, we analyzed miRNA profiles of two different recombinant CHO cell lines (high and low producer), and compared them to a non-producing CHO DG44 host cell line during fed-batch cultivation at 37°C versus a temperature shift to 30°C. Taking advantage of next-generation sequencing combined with cluster, correlation and differential expression analyses, we could identify 89 different miRNAs, which were differentially expressed in the different cell lines and cultivation phases. Functional validation experiments using 19 validated target miRNAs confirmed that these miRNAs indeed induced changes in process relevant phenotypes. Furthermore, computational miRNA target prediction combined with functional clustering identified putative target genes and cellular pathways, which might be regulated by these miRNAs. This study systematically identified novel target miRNAs during different phases and conditions of a biphasic fed-batch production process and functionally evaluated their potential for host cell engineering.
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43
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A signature of 12 microRNAs is robustly associated with growth rate in a variety of CHO cell lines. J Biotechnol 2016; 235:150-61. [PMID: 26993211 DOI: 10.1016/j.jbiotec.2016.03.022] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2015] [Revised: 03/11/2016] [Accepted: 03/14/2016] [Indexed: 12/25/2022]
Abstract
As Chinese Hamster Ovary (CHO) cells are the cell line of choice for the production of human-like recombinant proteins, there is interest in genetic optimization of host cell lines to overcome certain limitations in their growth rate and protein secretion. At the same time, a detailed understanding of these processes could be used to advantage by identification of marker transcripts that characterize states of performance. In this context, microRNAs (miRNAs) that exhibit a robust correlation to the growth rate of CHO cells were determined by analyzing miRNA expression profiles in a comprehensive collection of 46 samples including CHO-K1, CHO-S and CHO-DUKXB11, which were adapted to various culture conditions, and analyzed in different growth stages using microarrays. By applying Spearman or Pearson correlation coefficient criteria of>|0.6|, miRNAs with high correlation to the overall growth, or growth rates observed in exponential, serum-free, and serum-free exponential phase were identified. An overlap of twelve miRNAs common for all sample sets was revealed, with nine positively and three negatively correlating miRNAs. The here identified panel of miRNAs can help to understand growth regulation in CHO cells and contains putative engineering targets as well as biomarkers for cell lines with advantageous growth characteristics.
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Tastanova A, Schulz A, Folcher M, Tolstrup A, Puklowski A, Kaufmann H, Fussenegger M. Overexpression of YY1 increases the protein production in mammalian cells. J Biotechnol 2016; 219:72-85. [DOI: 10.1016/j.jbiotec.2015.12.005] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2015] [Revised: 12/02/2015] [Accepted: 12/09/2015] [Indexed: 01/07/2023]
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45
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The art of CHO cell engineering: A comprehensive retrospect and future perspectives. Biotechnol Adv 2015; 33:1878-96. [DOI: 10.1016/j.biotechadv.2015.10.015] [Citation(s) in RCA: 174] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2015] [Revised: 10/21/2015] [Accepted: 10/30/2015] [Indexed: 12/14/2022]
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46
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Lewis AM, Abu-Absi NR, Borys MC, Li ZJ. The use of 'Omics technology to rationally improve industrial mammalian cell line performance. Biotechnol Bioeng 2015; 113:26-38. [PMID: 26059229 DOI: 10.1002/bit.25673] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2014] [Revised: 03/25/2015] [Accepted: 06/01/2015] [Indexed: 02/06/2023]
Abstract
Biologics represent an increasingly important class of therapeutics, with 7 of the 10 top selling drugs from 2013 being in this class. Furthermore, health authority approval of biologics in the immuno-oncology space is expected to transform treatment of patients with debilitating and deadly diseases. The growing importance of biologics in the healthcare field has also resulted in the recent approvals of several biosimilars. These recent developments, combined with pressure to provide treatments at lower costs to payers, are resulting in increasing need for the industry to quickly and efficiently develop high yielding, robust processes for the manufacture of biologics with the ability to control quality attributes within narrow distributions. Achieving this level of manufacturing efficiency and the ability to design processes capable of regulating growth, death and other cellular pathways through manipulation of media, feeding strategies, and other process parameters will undoubtedly be facilitated through systems biology tools generated in academic and public research communities. Here we discuss the intersection of systems biology, 'Omics technologies, and mammalian bioprocess sciences. Specifically, we address how these methods in conjunction with traditional monitoring techniques represent a unique opportunity to better characterize and understand host cell culture state, shift from an empirical to rational approach to process development and optimization of bioreactor cultivation processes. We summarize the following six key areas: (i) research applied to parental, non-recombinant cell lines; (ii) systems level datasets generated with recombinant cell lines; (iii) datasets linking phenotypic traits to relevant biomarkers; (iv) data depositories and bioinformatics tools; (v) in silico model development, and (vi) examples where these approaches have been used to rationally improve cellular processes. We critically assess relevant and state of the art research being conducted in academic, government and industrial laboratories. Furthermore, we apply our expertise in bioprocess to define a potential model for integration of these systems biology approaches into biologics development.
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Affiliation(s)
- Amanda M Lewis
- Biologics Development, Global Manufacturing and Supply, Bristol-Myers Squibb Company, 35 South Street, Hopkinton 01748, Massachusetts.
| | - Nicholas R Abu-Absi
- Biologics Development, Global Manufacturing and Supply, Bristol-Myers Squibb Company, 35 South Street, Hopkinton 01748, Massachusetts
| | - Michael C Borys
- Biologics Development, Global Manufacturing and Supply, Bristol-Myers Squibb Company, 35 South Street, Hopkinton 01748, Massachusetts
| | - Zheng Jian Li
- Biologics Development, Global Manufacturing and Supply, Bristol-Myers Squibb Company, 35 South Street, Hopkinton 01748, Massachusetts
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Emmerling VV, Fischer S, Stiefel F, Holzmann K, Handrick R, Hesse F, Hörer M, Kochanek S, Otte K. Temperature-sensitive miR-483 is a conserved regulator of recombinant protein and viral vector production in mammalian cells. Biotechnol Bioeng 2015; 113:830-41. [DOI: 10.1002/bit.25853] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2015] [Revised: 09/15/2015] [Accepted: 10/08/2015] [Indexed: 01/19/2023]
Affiliation(s)
- Verena V. Emmerling
- Department of Gene Therapy; Ulm University; Ulm Germany
- Rentschler Biotechnologie GmbH; Erwin-Rentschler-Str. 21; Laupheim Germany
| | - Simon Fischer
- Institute of Applied Biotechnology; Biberach University of Applied Sciences; Hubertus-Liebrecht-Str. 35 88400 Biberach Germany
| | - Fabian Stiefel
- Institute of Applied Biotechnology; Biberach University of Applied Sciences; Hubertus-Liebrecht-Str. 35 88400 Biberach Germany
| | | | - René Handrick
- Institute of Applied Biotechnology; Biberach University of Applied Sciences; Hubertus-Liebrecht-Str. 35 88400 Biberach Germany
| | - Friedemann Hesse
- Institute of Applied Biotechnology; Biberach University of Applied Sciences; Hubertus-Liebrecht-Str. 35 88400 Biberach Germany
| | - Markus Hörer
- Rentschler Biotechnologie GmbH; Erwin-Rentschler-Str. 21; Laupheim Germany
- VBBio Consultant; Auf dem Berg 17; Laupheim Germany
| | | | - Kerstin Otte
- Institute of Applied Biotechnology; Biberach University of Applied Sciences; Hubertus-Liebrecht-Str. 35 88400 Biberach Germany
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48
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Fischer S, Mathias S, Schaz S, Emmerling VV, Buck T, Kleemann M, Hackl M, Grillari J, Aschrafi A, Handrick R, Otte K. Enhanced protein production by microRNA-30 family in CHO cells is mediated by the modulation of the ubiquitin pathway. J Biotechnol 2015; 212:32-43. [PMID: 26256096 DOI: 10.1016/j.jbiotec.2015.08.002] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Revised: 07/31/2015] [Accepted: 08/04/2015] [Indexed: 12/20/2022]
Abstract
Functional genomics represent a valuable approach to improve culture performance of Chinese hamster ovary (CHO) cell lines for biopharmaceutical manufacturing. Recent advances in applied microRNA (miRNAs) research suggest that these small non-coding RNAs are critical for the regulation of cell phenotypes in CHO cells. However, the notion that individual miRNAs usually control the expression of hundreds of different genes makes miRNA target identification highly complex. We have recently reported that the entire miR-30 family enhances recombinant protein production in CHO cells. To better understand the pro-productive effects of this miRNA family, we set out to identify their downstream target genes in CHO cells. Computational target prediction combined with a comprehensive functional validation enabled the discovery of a set of twenty putative target genes for all productivity enhancing miR-30 family members. We demonstrate that all miR-30 isoforms contribute to the regulation of the ubiquitin pathway in CHO cells by directly targeting the ubiquitin E3 ligase S-phase kinase-associated protein 2 (Skp2). Finally, we provide several lines of evidence that miR-30-mediated modulation of the ubiquitin pathway may enhance recombinant protein expression in CHO cells. In summary, this study supports the importance of non-coding RNAs, especially of miRNAs, in the context of cell line engineering.
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Affiliation(s)
- Simon Fischer
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Strasse 35, 88400 Biberach, Germany; University of Ulm, Faculty of Medicine, Albert-Einstein-Allee 11, 89081 Ulm, Germany.
| | - Sven Mathias
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Strasse 35, 88400 Biberach, Germany; University of Ulm, Faculty of Natural Sciences, Albert-Einstein-Allee 11, 89081 Ulm, Germany.
| | - Simone Schaz
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Strasse 35, 88400 Biberach, Germany; University of Ulm, Faculty of Natural Sciences, Albert-Einstein-Allee 11, 89081 Ulm, Germany.
| | - Verena Vanessa Emmerling
- University of Ulm, Faculty of Medicine, Albert-Einstein-Allee 11, 89081 Ulm, Germany; Rentschler Biotechnologie GmbH, Erwin-Rentschler-Straße 21, 88471 Laupheim, Germany.
| | - Theresa Buck
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Strasse 35, 88400 Biberach, Germany.
| | - Michael Kleemann
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Strasse 35, 88400 Biberach, Germany.
| | | | - Johannes Grillari
- Department of Biotechnology, BOKU University of Natural Resources and Life Sciences, Muthgasse 11, 1190 Vienna, Austria; Evercyte GmbH, Muthgasse 18, 1190 Vienna, Austria.
| | - Armaz Aschrafi
- Department of Neuroinformatics, Donders Institute for Brain Function, Cognition and Behaviour, Radboud University Nijmegen, Heyendaalseweg 135, 6525 AJ, Nijmegen, The Netherlands.
| | - René Handrick
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Strasse 35, 88400 Biberach, Germany.
| | - Kerstin Otte
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Hubertus-Liebrecht-Strasse 35, 88400 Biberach, Germany.
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Fischer S, Paul AJ, Wagner A, Mathias S, Geiss M, Schandock F, Domnowski M, Zimmermann J, Handrick R, Hesse F, Otte K. miR-2861 as novel HDAC5 inhibitor in CHO cells enhances productivity while maintaining product quality. Biotechnol Bioeng 2015; 112:2142-53. [DOI: 10.1002/bit.25626] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2015] [Revised: 04/13/2015] [Accepted: 04/23/2015] [Indexed: 12/31/2022]
Affiliation(s)
- Simon Fischer
- Institute of Applied Biotechnology; University of Applied Sciences Biberach; Biberach Germany
- Faculty of Medicine; University of Ulm; Albert-Einstein-Allee 11; 89081 Ulm Germany
| | - Albert Jesuran Paul
- Institute of Applied Biotechnology; University of Applied Sciences Biberach; Biberach Germany
| | - Andreas Wagner
- Institute of Applied Biotechnology; University of Applied Sciences Biberach; Biberach Germany
- Faculty of Natural Sciences; University of Ulm; Ulm Germany
| | - Sven Mathias
- Institute of Applied Biotechnology; University of Applied Sciences Biberach; Biberach Germany
- Faculty of Natural Sciences; University of Ulm; Ulm Germany
| | - Melanie Geiss
- Institute of Applied Biotechnology; University of Applied Sciences Biberach; Biberach Germany
- Faculty of Natural Sciences; University of Ulm; Ulm Germany
| | - Franziska Schandock
- Institute of Applied Biotechnology; University of Applied Sciences Biberach; Biberach Germany
- Faculty of Natural Sciences; University of Ulm; Ulm Germany
| | - Martin Domnowski
- Institute of Applied Biotechnology; University of Applied Sciences Biberach; Biberach Germany
- Faculty of Natural Sciences; University of Ulm; Ulm Germany
| | - Jörg Zimmermann
- Institute of Applied Biotechnology; University of Applied Sciences Biberach; Biberach Germany
- Faculty of Natural Sciences; University of Ulm; Ulm Germany
| | - René Handrick
- Institute of Applied Biotechnology; University of Applied Sciences Biberach; Biberach Germany
| | - Friedemann Hesse
- Institute of Applied Biotechnology; University of Applied Sciences Biberach; Biberach Germany
| | - Kerstin Otte
- Institute of Applied Biotechnology; University of Applied Sciences Biberach; Biberach Germany
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50
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Kelly PS, Breen L, Gallagher C, Kelly S, Henry M, Lao NT, Meleady P, O'Gorman D, Clynes M, Barron N. Re-programming CHO cell metabolism using miR-23 tips the balance towards a highly productive phenotype. Biotechnol J 2015; 10:1029-40. [DOI: 10.1002/biot.201500101] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2015] [Revised: 04/24/2015] [Accepted: 06/03/2015] [Indexed: 12/21/2022]
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