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Skrika-Alexopoulos E, Mark Smales C. Isolation and characterisation of exosomes from Chinese hamster ovary (CHO) cells. Biotechnol Lett 2023; 45:425-437. [PMID: 36708458 PMCID: PMC10038950 DOI: 10.1007/s10529-023-03353-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 11/29/2022] [Accepted: 01/12/2023] [Indexed: 01/29/2023]
Abstract
Exosomes have previously been isolated from Chinese hamster ovary (CHO) cells and their anti-apoptotic properties reported. However, to further facilitate the study of CHO cell derived exosomes and allow their comparison across studies, it is necessary to characterise and define such exosomes using at least three criteria that can act as a reference for the generation of CHO cell produced exosomes. Here we report on the isolation of exosomes from CHO cells, an industrially relevant and widely used cell host for biopharmaceutical protein production, during the exponential and stationary phase of growth during batch culture using a Total Exosome Isolation (TEI) method. The resulting vesicles were characterized and visualized using a diverse range of techniques including Dynamic Light Scattering (DLS), Zeta potential, Electron Microscopy and immunoblotting, and their protein and RNA content determined. We also generated the lipid fingerprint of isolated exosomes using MALDI-ToF mass spectroscopy. We confirmed the presence of nano sized extracellular vesicles from CHO cells and their subsequent characterization revealed details of their size, homogeneity, surface charge, protein and RNA content. The lipid content of exosomes was also found to differ between exosomes isolated on different days of batch culture. This analysis provides a profile and characterisation of CHO cell exosomes to aid future studies on exosomes from CHO cells and improving the manufacturing of exosomes for biotherapeutic application.
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Affiliation(s)
| | - C Mark Smales
- Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury, CT2 7NJ, UK.
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2
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Jennifer S, Corinna R, Thomas D, Nils L, Diethard M, Brigitte G. Going beyond the limit: Increasing global translation activity leads to increased productivity of recombinant secreted proteins in Pichia pastoris. Metab Eng 2022; 70:181-195. [DOI: 10.1016/j.ymben.2022.01.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 01/12/2022] [Accepted: 01/20/2022] [Indexed: 01/06/2023]
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3
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Masuda K, Watanabe K, Ueno T, Nakazawa Y, Tanabe Y, Ushiki-Kaku Y, Ogawa-Goto K, Ehara Y, Saeki H, Okumura T, Nonaka K, Kamihira M. Novel cell line development strategy for monoclonal antibody manufacturing using translational enhancing technology. J Biosci Bioeng 2021; 133:273-280. [PMID: 34930670 DOI: 10.1016/j.jbiosc.2021.11.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 11/04/2021] [Accepted: 11/22/2021] [Indexed: 11/19/2022]
Abstract
Chinese hamster ovary (CHO) cells are widely used for constructing expression systems to produce therapeutic proteins. However, the establishment of high-producer clones remains a laborious and time-consuming process, despite various progresses having been made in cell line development. We previously developed a new strategy for screening high monoclonal antibody (mAb)-producing cells using flow cytometry (FCM). We also reported that p180 and SF3b4 play key roles in active translation on the endoplasmic reticulum, and that the productivity of secreted alkaline phosphatase was enhanced by the overexpression of p180 and SF3b4. Here, we attempted to apply the translational enhancing technology to high mAb-producing cells obtained after high-producer cell sorting. A high mAb-producing CHO clone, L003, which showed an mAb production level of >3 g/L in fed-batch culture, was established from a high mAb-producing cell pool fractionated by FCM. Clones generated by the overexpression of p180 and SF3b4 in L003 cells were evaluated by fed-batch culture. The specific productivity of clones overexpressing these two factors was ∼3.1-fold higher than that of parental L003 cells in the early phase of the culture period. Furthermore, the final mAb concentration was increased to 9.5 g/L during 17 days of fed-batch culture after optimizing the medium and culture process. These results indicate that the overexpression of p180 and SF3b4 would be promising for establishing high-producer cell lines applicable to industrial production.
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Affiliation(s)
- Kenji Masuda
- Biologics Division, Biologics Technology Research Laboratories, Daiichi Sankyo Co., Ltd., 2716-1 Kurakake, Akaiwa, Chiyoda-machi, Gunma 370-0503, Japan; Department of Chemical Engineering, Faculty of Engineering, Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan.
| | - Kazuhiko Watanabe
- Biologics Division, Biologics Technology Research Laboratories, Daiichi Sankyo Co., Ltd., 2716-1 Kurakake, Akaiwa, Chiyoda-machi, Gunma 370-0503, Japan
| | - Tomonori Ueno
- Nippi Research Institute of Biomatrix, 520-11, Kuwabara, Toride, Ibaraki 302-0017, Japan
| | - Yuto Nakazawa
- Biologics Division, Biologics Technology Research Laboratories, Daiichi Sankyo Co., Ltd., 2716-1 Kurakake, Akaiwa, Chiyoda-machi, Gunma 370-0503, Japan; Division of Biological Science, Graduate School of Science and Technology, Nara Institute of Science and Technology, 8916-5 Takayama, Ikoma, Nara 630-0192, Japan
| | - Yumiko Tanabe
- Biologics Division, Biologics Technology Research Laboratories, Daiichi Sankyo Co., Ltd., 2716-1 Kurakake, Akaiwa, Chiyoda-machi, Gunma 370-0503, Japan
| | - Yuko Ushiki-Kaku
- Nippi Research Institute of Biomatrix, 520-11, Kuwabara, Toride, Ibaraki 302-0017, Japan
| | - Kiyoko Ogawa-Goto
- Nippi Research Institute of Biomatrix, 520-11, Kuwabara, Toride, Ibaraki 302-0017, Japan; Japan Institute of Leather Research, 1-1-1 Senju Midori-cho, Adachi-ku, Tokyo 120-8601, Japan
| | - Yukikazu Ehara
- FUJIFILM Wako Pure Chemical Corporation, 3-17-15 Niizo-Minami, Toda, Saitama 335-0026, Japan
| | - Hisashi Saeki
- FUJIFILM Wako Pure Chemical Corporation, 3-17-15 Niizo-Minami, Toda, Saitama 335-0026, Japan
| | - Takeshi Okumura
- Biologics Division, Biologics Technology Research Laboratories, Daiichi Sankyo Co., Ltd., 2716-1 Kurakake, Akaiwa, Chiyoda-machi, Gunma 370-0503, Japan
| | - Koichi Nonaka
- Biologics Division, Biologics Technology Research Laboratories, Daiichi Sankyo Co., Ltd., 2716-1 Kurakake, Akaiwa, Chiyoda-machi, Gunma 370-0503, Japan
| | - Masamichi Kamihira
- Department of Chemical Engineering, Faculty of Engineering, Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan
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Hussain H, Patel T, Ozanne AMS, Vito D, Ellis M, Hinchliffe M, Humphreys DP, Stephens PE, Sweeney B, White J, Dickson AJ, Smales CM. A comparative analysis of recombinant Fab and full-length antibody production in Chinese hamster ovary cells. Biotechnol Bioeng 2021; 118:4815-4828. [PMID: 34585737 DOI: 10.1002/bit.27944] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 08/31/2021] [Accepted: 09/12/2021] [Indexed: 01/05/2023]
Abstract
Monoclonal antibodies are the leading class of biopharmaceuticals in terms of numbers approved for therapeutic purposes. Antigen-binding fragments (Fab) are also used as biotherapeutics and used widely in research applications. The dominant expression systems for full-length antibodies are mammalian cell-based, whereas for Fab molecules the preference has been an expression in bacterial systems. However, advances in CHO and downstream technologies make mammalian systems an equally viable option for small- and large-scale Fab production. Using a panel of full-length IgG antibodies and their corresponding Fab pair with different antigen specificities, we investigated the impact of the IgG and Fab molecule format on production from Chinese hamster ovary (CHO) cells and assessed the cellular capability to process and produce these formats. The full-length antibody format resulted in the recovery of fewer mini-pools posttransfection when compared to the corresponding Fab fragment format that could be interpreted as indicative of a greater overall burden on cells. Antibody-producing cell pools that did recover were subsequently able to achieve higher volumetric protein yields (mg/L) and specific productivity than the corresponding Fab pools. Importantly, when the actual molecules produced per cell of a given format was considered (as opposed to mass), CHO cells produced a greater number of Fab molecules per cell than obtained with the corresponding IgG, suggesting that cells were more efficient at making the smaller Fab molecule. Analysis of cell pools showed that gene copy number was not correlated to the subsequent protein production. The amount of mRNA correlated with secreted Fab production but not IgG, whereby posttranscriptional processes act to limit antibody production. In summary, we provide the first comparative description of how full-length IgG and Fab antibody formats impact on the outcomes of a cell line construction process and identify potential limitations in their production that could be targeted for engineering increases in the efficiency in the manufacture of these recombinant antibody formats.
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Affiliation(s)
- Hirra Hussain
- Faculty of Science and Engineering, Department of Chemical Engineering and Analytical Sciences, Manchester Institute of Biotechnology, University of Manchester, Manchester, UK.,CPI, Central Park, Darlington, UK
| | - Tulshi Patel
- Division of Natural Sciences, Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury, UK.,Horizon Discovery Biosciences Limited, Cambridge, UK
| | - Angelica M S Ozanne
- Division of Natural Sciences, Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury, UK
| | - Davide Vito
- Division of Natural Sciences, Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury, UK.,Mestag Therapeutics Limited, Cambridge, UK
| | - Mark Ellis
- Protein Sciences, UCB Pharma, Berkshire, UK
| | | | | | | | - Bernie Sweeney
- Protein Sciences, UCB Pharma, Berkshire, UK.,Lonza Biologics, Berkshire, UK
| | | | - Alan J Dickson
- Faculty of Science and Engineering, Department of Chemical Engineering and Analytical Sciences, Manchester Institute of Biotechnology, University of Manchester, Manchester, UK
| | - Christopher M Smales
- Division of Natural Sciences, Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury, UK.,National Institute for Bioprocessing Research and Training, Co Dublin, Ireland
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5
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Selection of CHO host and recombinant cell pools by inhibition of the proteasome results in enhanced product yields and cell specific productivity. J Biotechnol 2021; 337:35-45. [PMID: 34171439 DOI: 10.1016/j.jbiotec.2021.06.019] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 05/14/2021] [Accepted: 06/19/2021] [Indexed: 11/23/2022]
Abstract
Chinese hamster ovary (CHO) cells are the leading mammalian cell expression platform for biotherapeutic recombinant molecules yet some proteins remain difficult to express (DTE) in this, and other, systems. In recombinant cell lines expressing DTE proteins, cellular processes to restore proteostasis can be triggered when the folding and modification capabilities are exceeded, including the unfolded protein response and ER-associated degradation (ERAD) and proteasomal degradation. We therefore investigated whether the proteasome activity of CHO cells was linked to their ability to produce recombinant proteins. We found cell lines with diverse monoclonal antibody (mAb) productivity show different susceptibilities to inhibitors of proteasome activity. Subsequently, we applied selective pressure using proteasome inhibitors on mAb producing cells to determine the impact on cell growth and recombinant protein production, and to apply proteasome selective pressure above that of a metabolic selection marker during recombinant cell pool construction. The presence of proteasome inhibitors during cell pool construction expressing two different model molecules, including a DTE Fc-fusion protein, resulted in the generation of cell pools with enhanced productivity. The increased productivities, and ability to select for higher producing cells, has potential to improve clonal selection during upstream processes of DTE proteins.
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6
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Roobol A, Roobol J, Smith ME, Carden MJ, Hershey JWB, Willis AE, Smales CM. Engineered transient and stable overexpression of translation factors eIF3i and eIF3c in CHOK1 and HEK293 cells gives enhanced cell growth associated with increased c-Myc expression and increased recombinant protein synthesis. Metab Eng 2020; 59:98-105. [PMID: 32061967 PMCID: PMC7118365 DOI: 10.1016/j.ymben.2020.02.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 01/31/2020] [Accepted: 02/09/2020] [Indexed: 01/23/2023]
Abstract
There is a desire to engineer mammalian host cell lines to improve cell growth/biomass accumulation and recombinant biopharmaceutical protein production in industrially relevant cell lines such as the CHOK1 and HEK293 cell lines. The over-expression of individual subunits of the eukaryotic translation factor eIF3 in mammalian cells has previously been shown to result in oncogenic properties being imparted on cells, including increased cell proliferation and growth and enhanced global protein synthesis rates. Here we report on the engineering of CHOK1 and HEK cells to over-express the eIF3i and eIF3c subunits of the eIF3 complex and the resultant impact on cell growth and a reporter of exogenous recombinant protein production. Transient over-expression of eIF3i in HEK293 and CHOK1 cells resulted in a modest increase in total eIF3i amounts (maximum 40% increase above control) and an approximate 10% increase in global protein synthesis rates in CHOK1 cells. Stable over-expression of eIF3i in CHOK1 cells was not achievable, most likely due to the already high levels of eIF3i in CHO cells compared to HEK293 cells, but was achieved in HEK293 cells. HEK293 cells engineered to over-express eIF3i had faster growth that was associated with increased c-Myc expression, achieved higher cell biomass and gave enhanced yields of a reporter of recombinant protein production. Whilst CHOK1 cells could not be engineered to over-express eIF3i directly, they could be engineered to over-express eIF3c, which resulted in a subsequent increase in eIF3i amounts and c-Myc expression. The CHOK1 eIF3c engineered cells grew to higher cell numbers and had enhanced cap- and IRES-dependent recombinant protein synthesis. Collectively these data show that engineering of subunits of the eIF3 complex can enhance cell growth and recombinant protein synthesis in mammalian cells in a cell specific manner that has implications for the engineering or selection of fast growing or high producing cells for production of recombinant proteins. We have engineered the overexpression of eIF3i and eIF3c in CHOK1 and HEK293 cells. HEK293 cells overexpressing eIF3i had faster growth and increased c-Myc expression. Direct stable overexpression of eIF3i in CHOK1 cells was not achievable. Overexpression of eIF3c in CHOK1 cells resulted in an increase in eIF3i. eIF3c overexpressing CHOK1 cells had enhanced recombinant protein synthesis.
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Affiliation(s)
- Anne Roobol
- Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury, Kent, CT2 7NJ, UK
| | - Joanne Roobol
- Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury, Kent, CT2 7NJ, UK
| | - Matthew E Smith
- Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury, Kent, CT2 7NJ, UK
| | - Martin J Carden
- Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury, Kent, CT2 7NJ, UK
| | - John W B Hershey
- Department of Biochemistry and Molecular Medicine, School of Medicine, University of California, Davis, CA, 95616, USA
| | - Anne E Willis
- MRC Toxicology Unit, University of Cambridge, Lancaster Rd, Leicester, LE1 9HN, UK.
| | - C Mark Smales
- Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury, Kent, CT2 7NJ, UK.
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7
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Budge JD, Knight TJ, Povey J, Roobol J, Brown IR, Singh G, Dean A, Turner S, Jaques CM, Young RJ, Racher AJ, Smales CM. Engineering of Chinese hamster ovary cell lipid metabolism results in an expanded ER and enhanced recombinant biotherapeutic protein production. Metab Eng 2020; 57:203-216. [PMID: 31805379 PMCID: PMC6975165 DOI: 10.1016/j.ymben.2019.11.007] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Revised: 10/18/2019] [Accepted: 11/23/2019] [Indexed: 01/02/2023]
Abstract
Chinese hamster ovary (CHO) cell expression systems have been exquisitely developed for the production of recombinant biotherapeutics (e.g. standard monoclonal antibodies, mAbs) and are able to generate efficacious, multi-domain proteins with human-like post translational modifications at high concentration with appropriate product quality attributes. However, there remains a need for development of new CHO cell expression systems able to produce more challenging secretory recombinant biotherapeutics at higher yield with improved product quality attributes. Amazingly, the engineering of lipid metabolism to enhance such properties has not been investigated even though the biosynthesis of recombinant proteins is at least partially controlled by cellular processes that are highly dependent on lipid metabolism. Here we show that the global transcriptional activator of genes involved in lipid biosynthesis, sterol regulatory element binding factor 1 (SREBF1), and stearoyl CoA desaturase 1 (SCD1), an enzyme which catalyzes the conversion of saturated fatty acids into monounsaturated fatty acids, can be overexpressed in CHO cells to different degrees. The amount of overexpression obtained of each of these lipid metabolism modifying (LMM) genes was related to the subsequent phenotypes observed. Expression of a number of model secretory biopharmaceuticals was enhanced between 1.5-9 fold in either SREBF1 or SCD1 engineered CHO host cells as assessed under batch and fed-batch culture. The SCD1 overexpressing polyclonal pool consistently showed increased concentration of a range of products. For the SREBF1 engineered cells, the level of SREBF1 expression that gave the greatest enhancement in yield was dependent upon the model protein tested. Overexpression of both SCD1 and SREBF1 modified the lipid profile of CHO cells and the cellular structure. Mechanistically, overexpression of SCD1 and SREBF1 resulted in an expanded endoplasmic reticulum (ER) that was dependent upon the level of LMM overexpression. We conclude that manipulation of lipid metabolism in CHO cells via genetic engineering is an exciting new approach to enhance the ability of CHO cells to produce a range of different types of secretory recombinant protein products via modulation of the cellular lipid profile and expansion of the ER.
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Affiliation(s)
- James D Budge
- Industrial Biotechnology Centre, School of Biosciences, University of Kent, Canterbury, Kent, CT2 7NJ, UK
| | - Tanya J Knight
- Industrial Biotechnology Centre, School of Biosciences, University of Kent, Canterbury, Kent, CT2 7NJ, UK
| | - Jane Povey
- Industrial Biotechnology Centre, School of Biosciences, University of Kent, Canterbury, Kent, CT2 7NJ, UK
| | - Joanne Roobol
- Industrial Biotechnology Centre, School of Biosciences, University of Kent, Canterbury, Kent, CT2 7NJ, UK
| | - Ian R Brown
- Industrial Biotechnology Centre, School of Biosciences, University of Kent, Canterbury, Kent, CT2 7NJ, UK
| | - Gurdeep Singh
- Industrial Biotechnology Centre, School of Biosciences, University of Kent, Canterbury, Kent, CT2 7NJ, UK
| | - Andrew Dean
- Lonza Biologics, 228 Bath Road, Slough, SL1 4DX, UK
| | - Sarah Turner
- Lonza Biologics, 228 Bath Road, Slough, SL1 4DX, UK
| | | | - Robert J Young
- Cell Engineering Group, Lonza Biologics, Granta Park, Cambridge, CB21 6GS, UK
| | | | - C Mark Smales
- Industrial Biotechnology Centre, School of Biosciences, University of Kent, Canterbury, Kent, CT2 7NJ, UK.
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8
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Vito D, Eriksen JC, Skjødt C, Weilguny D, Rasmussen SK, Smales CM. Defining lncRNAs Correlated with CHO Cell Growth and IgG Productivity by RNA-Seq. iScience 2019; 23:100785. [PMID: 31962234 PMCID: PMC6971398 DOI: 10.1016/j.isci.2019.100785] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Revised: 10/05/2019] [Accepted: 12/12/2019] [Indexed: 12/14/2022] Open
Abstract
How the long non-coding RNA (lncRNA) genome in recombinant protein producing Chinese hamster ovary (CHO) cell lines relates to phenotype is not well described. We therefore defined the CHO cell lncRNA transcriptome from cells grown in controlled miniature bioreactors under fed-batch conditions using RNA-Seq to identify lncRNAs and how the expression of these changes throughout growth and between IgG producers. We identify lncRNAs including Adapt15, linked to ER stress, GAS5, linked to mTOR signaling/growth arrest, and PVT1, linked to Myc expression, which are differentially regulated during fed-batch culture and whose expression correlates to productivity and growth. Changes in (non)-coding RNA expression between the seed train and the equivalent day of fed-batch culture are also reported and compared with existing datasets. Collectively, we present a comprehensive lncRNA CHO cell profiling and identify targets for engineering growth and productivity characteristics of CHO cells. The CHO cell lncRNA transcriptome is defined using RNA-Seq Correlations between lncRNA expression and CHO cell growth and IgG productivity found Expression of lncRNAs involved in ER stress correlates to productivity Expression of lncRNAs involved in mTOR signaling/growth arrest correlates to growth
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Affiliation(s)
- Davide Vito
- Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury, Kent CT2 7NJ, UK
| | - Jens Christian Eriksen
- Symphogen A/S, Pederstrupvej 93, DK-2750 Ballerup, Denmark; AGC Biologics, Vandtårnsvej 83, DK-2860 Søborg, Denmark
| | | | - Dietmar Weilguny
- Symphogen A/S, Pederstrupvej 93, DK-2750 Ballerup, Denmark; Alligator Bioscience AB, Medicon Village, Scheelevägen 2, 223 63 Lund, Sweden
| | | | - C Mark Smales
- Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury, Kent CT2 7NJ, UK.
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9
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Talbot NE, Mead EJ, Davies SA, Uddin S, Smales CM. Application of ER Stress Biomarkers to Predict Formulated Monoclonal Antibody Stability. Biotechnol J 2019; 14:e1900024. [DOI: 10.1002/biot.201900024] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Revised: 03/30/2019] [Indexed: 12/16/2022]
Affiliation(s)
- Natalie E. Talbot
- Industrial Biotechnology Centre, School of BiosciencesUniversity of Kent Canterbury CT2 7NJ UK
| | - Emma J. Mead
- Industrial Biotechnology Centre, School of BiosciencesUniversity of Kent Canterbury CT2 7NJ UK
| | - Stephanie A. Davies
- Dosage Form Design & DevelopmentMedImmune Sir Aaron Klug Building, Granta Park Cambridge CB21 6GH UK
| | - Shahid Uddin
- Dosage Form Design & DevelopmentMedImmune Sir Aaron Klug Building, Granta Park Cambridge CB21 6GH UK
| | - C. Mark Smales
- Industrial Biotechnology Centre, School of BiosciencesUniversity of Kent Canterbury CT2 7NJ UK
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10
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Pekle E, Smith A, Rosignoli G, Sellick C, Smales CM, Pearce C. Application of Imaging Flow Cytometry for the Characterization of Intracellular Attributes in Chinese Hamster Ovary Cell Lines at the Single-Cell Level. Biotechnol J 2019; 14:e1800675. [PMID: 30925020 DOI: 10.1002/biot.201800675] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Revised: 01/21/2019] [Indexed: 11/07/2022]
Abstract
Biopharmaceutical manufacturing using Chinese hamster ovary (CHO) cells requires the generation of high-producing clonal cell lines. During cell line development, cell cloning using fluorescence-activated cell sorting (FACS) has the potential to combine isolation of single cells with sorting based on specific cellular attributes that correlate with productivity and/or growth, identifying cell lines with desirable phenotypes for manufacturing. This study describes the application of imaging flow cytometry (IFC) to characterize recombinant cell lines at the single-cell level to identify cell attributes predictive of productivity. IFC assays are developed to quantify the organelle content and recombinant heavy-chain (HC) and light-chain (LC) polypeptide as well as messenger RNA (mRNA) amounts in single cells. The assays are then validated against orthogonal standard flow cytometry, western blot, and quantitative reverse transcription polymerase chain reaction (qRT-PCR) methods. The authors describe how these IFC assays may be used in cell line development and show how cellular properties can be correlated with productivity at the single-cell level, allowing the isolation of such cells during the cloning process. From the analysis, HC polypeptide and mRNA are found to be predictive of productivity early in the culture; however, specific organelle content did not show any correlation with productivity.
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Affiliation(s)
- Eva Pekle
- MedImmune, Granta Park, Cambridge, CB21 6GH, UK.,Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury, Kent, CT2 7NJ, UK
| | | | | | | | - C M Smales
- Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury, Kent, CT2 7NJ, UK
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11
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Vito D, Smales CM. Engineering of the cellular translational machinery and non-coding RNAs to enhance CHO cell growth, recombinant product yields and quality. Curr Opin Chem Eng 2018. [DOI: 10.1016/j.coche.2018.11.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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12
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Vito D, Smales CM. The Long Non-Coding RNA Transcriptome Landscape in CHO Cells Under Batch and Fed-Batch Conditions. Biotechnol J 2018; 13:e1800122. [PMID: 29781203 DOI: 10.1002/biot.201800122] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Revised: 04/16/2018] [Indexed: 12/18/2022]
Abstract
The role of non-coding RNAs in determining growth, productivity, and recombinant product quality attributes in Chinese hamster ovary (CHO) cells has received much attention in recent years, exemplified by studies into microRNAs in particular. However, other classes of non-coding RNAs have received less attention. One such class are the non-coding RNAs known collectively as long non-coding RNAs (lncRNAs). The authors have undertaken the first landscape analysis of the lncRNA transcriptome in CHO using a mouse based microarray that also provided for the surveillance of the coding transcriptome. The authors report on those lncRNAs present in a model host CHO cell line under batch and fed-batch conditions on two different days and relate the expression of different lncRNAs to each other. The authors demonstrate that the mouse microarray is suitable for the detection and analysis of thousands of CHO lncRNAs and validated a number of these by qRT-PCR. The authors then further analyzed the data to identify those lncRNAs whose expression changed the most between growth and stationary phases of culture or between batch and fed-batch culture to identify potential lncRNA targets for further functional studies with regard to their role in controlling growth of CHO cells. The authors discuss the implications for the publication of this rich dataset and how this may be used by the community.
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Affiliation(s)
- Davide Vito
- Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury, CT2 7NJ, Kent, UK
| | - Christopher Mark Smales
- Industrial Biotechnology Centre and School of Biosciences, University of Kent, Canterbury, CT2 7NJ, Kent, UK
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13
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Polysome profiling of mAb producing CHO cell lines links translational control of cell proliferation and recombinant mRNA loading onto ribosomes with global and recombinant protein synthesis. Biotechnol J 2017; 12. [DOI: 10.1002/biot.201700177] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2017] [Revised: 05/07/2017] [Accepted: 05/15/2017] [Indexed: 12/13/2022]
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14
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Alves CS, Dobrowsky TM. Strategies and Considerations for Improving Expression of "Difficult to Express" Proteins in CHO Cells. Methods Mol Biol 2017; 1603:1-23. [PMID: 28493120 DOI: 10.1007/978-1-4939-6972-2_1] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Despite substantial advances in the field of mammalian expression, there are still proteins that are characterized as difficult to express. Determining the expression bottleneck requires troubleshooting techniques specific for the given molecule and host. The complex array of intracellular processes involved in protein expression includes transcription, protein folding, post-translation processing, and secretion. Challenges in any of these steps could result in low protein expression, while the inherent properties of the molecule itself may limit its production via mechanisms such as cytotoxicity or inherent instability. Strategies to identify the rate-limiting step and subsequently improve expression and production are discussed here.
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mTORC1 signalling and eIF4E/4E-BP1 translation initiation factor stoichiometry influence recombinant protein productivity from GS-CHOK1 cells. Biochem J 2016; 473:4651-4664. [PMID: 27760840 PMCID: PMC5147049 DOI: 10.1042/bcj20160845] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Revised: 10/17/2016] [Accepted: 10/19/2016] [Indexed: 12/14/2022]
Abstract
Many protein-based biotherapeutics are produced in cultured Chinese hamster ovary (CHO) cell lines. Recent reports have demonstrated that translation of recombinant mRNAs and global control of the translation machinery via mammalian target of rapamycin (mTOR) signalling are important determinants of the amount and quality of recombinant protein such cells can produce. mTOR complex 1 (mTORC1) is a master regulator of cell growth/division, ribosome biogenesis and protein synthesis, but the relationship between mTORC1 signalling, cell growth and proliferation and recombinant protein yields from mammalian cells, and whether this master regulating signalling pathway can be manipulated to enhance cell biomass and recombinant protein production (rPP) are not well explored. We have investigated mTORC1 signalling and activity throughout batch culture of a panel of sister recombinant glutamine synthetase-CHO cell lines expressing different amounts of a model monoclonal IgG4, to evaluate the links between mTORC1 signalling and cell proliferation, autophagy, recombinant protein expression, global protein synthesis and mRNA translation initiation. We find that the expression of the mTORC1 substrate 4E-binding protein 1 (4E-BP1) fluctuates throughout the course of cell culture and, as expected, that the 4E-BP1 phosphorylation profiles change across the culture. Importantly, we find that the eIF4E/4E-BP1 stoichiometry positively correlates with cell productivity. Furthermore, eIF4E amounts appear to be co-regulated with 4E-BP1 amounts. This may reflect a sensing of either change at the mRNA level as opposed to the protein level or the fact that the phosphorylation status, as well as the amount of 4E-BP1 present, is important in the co-regulation of eIF4E and 4E-BP1.
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Enhanced translation initiation factor 4G levels correlate with production levels of monoclonal antibodies in recombinant CHO cell lines. Biochem J 2016; 473:e11-3. [PMID: 26965386 DOI: 10.1042/bj20151314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Using cells to manufacture protein-based therapeutics or biopharmaceuticals is a rapidly expanding industrial activity. Chinese hamster ovary (CHO) cells are the most frequently used mammalian host-expression system for the manufacture of biopharmaceuticals. Over the past ∼30 years academic and industrial researchers have studied cell expression characteristics with aims to improve product yield, quality, scalability and reproducibility. Although many steps in the gene expression and secretion pathways have been optimized, little attention has been paid to optimizing protein synthesis factors and regulators during this process. A new study in Biochemical Journal by Mead et al., provides a first systematic study of several protein synthesis factors and finds that the expression level of eIF4G1 correlates with the level of recombinant protein expressed in cultures. Optimizing levels and activities of protein synthesis factors may help to enhance recombinant protein expression of biopharmaceuticals.
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