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Helfer A, Gros S, Kolwyck D, Karst DJ. Tuning metabolic efficiency for increased product yield in high titer fed-batch Chinese hamster ovary cell culture. Biotechnol Prog 2023:e3327. [PMID: 36700684 DOI: 10.1002/btpr.3327] [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: 09/08/2022] [Revised: 01/04/2023] [Accepted: 01/24/2023] [Indexed: 01/27/2023]
Abstract
High demand in manufactured biologics drives the continued need for increased productivity. In this study elevated lactate metabolization resulted in improved metabolic efficiency and cellular productivity for a readily intensified high titer fed-batch process. Scheduled base or lactate feeds during the stationary growth phase led to increased titers (+9% and +8% respectively) without impacting the overall growth performance. The higher lactate consumption induced by either feed strategy substituted for glutamate catabolism and consequently reduced ammonia build-up. Direct correlation between increased titers and reduced ammonia levels was shown. Product quality attributes were impacted by both feeding strategies but could be matched with the control process by shortening the cell culture duration while maintaining titer constant.
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Affiliation(s)
- Apolline Helfer
- Process Sciences, Global Manufacturing Sciences, Biogen International GmbH, Luterbach, Switzerland
| | - Sylvain Gros
- Process Sciences, Global Manufacturing Sciences, Biogen International GmbH, Luterbach, Switzerland
| | - Dave Kolwyck
- Process Sciences, Global Manufacturing Sciences, Biogen International GmbH, Luterbach, Switzerland
| | - Daniel J Karst
- Process Sciences, Global Manufacturing Sciences, Biogen International GmbH, Luterbach, Switzerland
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2
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Combe M, Sokolenko S. Quantifying the impact of cell culture media on CHO cell growth and protein production. Biotechnol Adv 2021; 50:107761. [PMID: 33945850 DOI: 10.1016/j.biotechadv.2021.107761] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 04/22/2021] [Accepted: 04/24/2021] [Indexed: 10/21/2022]
Abstract
In recombinant protein production, cell culture media development and optimization is typically seen as a useful strategy to increase titer and cell density, reduce by-products, as well as improve product quality (with cell density and titer often serving as the primary reported outcome of media studies). However, despite the large number of media optimization studies, there have been few attempts to comprehensively assess the overall effectiveness of media additives. The aim of this review is therefore both to document published media optimization studies over the last twenty years (in the context of Chinese hamster ovary cell recombinant production) and quantitatively estimate the impact of this media optimization on cell culture performance. In considering 78 studies, we have identified 238 unique media components that have been supplemented over the last 20 years. Among these additives, trace elements stood out as having a positive impact on cell density while nucleotides show potential for increasing titer, with commercial supplements benefiting both. However, we also identified that the impact of specific additives is far more variable than often perceived. With relatively few media studies considering multiple cell lines or multiple basal media, teasing out consistent and general trends becomes a considerable challenge. By extracting cell density and titer values from all of the reviewed studies, we were able to build a mixed-effect model capable of estimating the relative impact of additives, cell line, product type, basal medium, cultivation method (flask or reactor), and feeding strategy (batch or fed-batch). Overall, additives only accounted for 3% of the variation in cell density and 1% of the variation in titer. Similarly, the impact of basal media was also relatively modest, at 10% for cell density and 0% for titer. Cell line, product type, and feeding strategy were all found to have more impact. These results emphasize the need for media studies to consider more factors to ensure that reported observations can be generalized and further developed.
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Affiliation(s)
- Michelle Combe
- Department of Process Engineering and Applied Science, Dalhousie University, 1360 Barrington St., PO Box 15000, Halifax, NS B3H 4R2, Canada
| | - Stanislav Sokolenko
- Department of Process Engineering and Applied Science, Dalhousie University, 1360 Barrington St., PO Box 15000, Halifax, NS B3H 4R2, Canada.
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3
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Schwarz H, Zhang Y, Zhan C, Malm M, Field R, Turner R, Sellick C, Varley P, Rockberg J, Chotteau V. Small-scale bioreactor supports high density HEK293 cell perfusion culture for the production of recombinant Erythropoietin. J Biotechnol 2020; 309:44-52. [DOI: 10.1016/j.jbiotec.2019.12.017] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 12/11/2019] [Accepted: 12/26/2019] [Indexed: 12/26/2022]
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4
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Hartley F, Walker T, Chung V, Morten K. Mechanisms driving the lactate switch in Chinese hamster ovary cells. Biotechnol Bioeng 2018; 115:1890-1903. [PMID: 29603726 DOI: 10.1002/bit.26603] [Citation(s) in RCA: 69] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2017] [Revised: 03/27/2018] [Accepted: 03/28/2018] [Indexed: 01/14/2023]
Abstract
The metabolism of Chinese Hamster Ovary (CHO) cells in a production environment has been extensively investigated. However, a key metabolic transition, the switch from lactate production to lactate consumption, remains enigmatic. Though commonly observed in CHO cultures, the mechanism(s) by which this metabolic shift is triggered is unknown. Despite this, efforts to control the switch have emerged due to the association of lactate consumption with improved cell growth and productivity. This review aims to consolidate current theories surrounding the lactate switch. The influence of pH, NAD+ /NADH, pyruvate availability and mitochondrial function on lactate consumption are explored. A hypothesis based on the cellular redox state is put forward to explain the onset of lactate consumption. Various techniques implemented to control the lactate switch, including manipulation of the culture environment, genetic engineering, and cell line selection are also discussed.
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Affiliation(s)
| | | | - Vicky Chung
- GlaxoSmithKline, Stevenage, Hertfordshire, UK
| | - Karl Morten
- University of Oxford, Oxford, Oxfordshire, UK
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5
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Freund NW, Croughan MS. A Simple Method to Reduce both Lactic Acid and Ammonium Production in Industrial Animal Cell Culture. Int J Mol Sci 2018; 19:ijms19020385. [PMID: 29382079 PMCID: PMC5855607 DOI: 10.3390/ijms19020385] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2017] [Revised: 01/16/2018] [Accepted: 01/23/2018] [Indexed: 12/30/2022] Open
Abstract
Fed-batch animal cell culture is the most common method for commercial production of recombinant proteins. However, higher cell densities in these platforms are still limited due to factors such as excessive ammonium production, lactic acid production, nutrient limitation, and/or hyperosmotic stress related to nutrient feeds and base additions to control pH. To partly overcome these factors, we investigated a simple method to reduce both ammonium and lactic acid production—termed Lactate Supplementation and Adaptation (LSA) technology—through the use of CHO cells adapted to a lactate-supplemented medium. Using this simple method, we achieved a reduction of nearly 100% in lactic acid production with a simultaneous 50% reduction in ammonium production in batch shaker flasks cultures. In subsequent fed-batch bioreactor cultures, lactic acid production and base addition were both reduced eight-fold. Viable cell densities of 35 million cells per mL and integral viable cell days of 273 million cell-days per mL were achieved, both among the highest currently reported for a fed-batch animal cell culture. Investigating the benefits of LSA technology in animal cell culture is worthy of further consideration and may lead to process conditions more favorable for advanced industrial applications.
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Affiliation(s)
| | - Matthew S Croughan
- Amgen Bioprocessing Center, Keck Graduate Institute, Claremont, CA 91711, USA.
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6
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Gupta P, Hourigan K, Jadhav S, Bellare J, Verma P. Effect of lactate and pH on mouse pluripotent stem cells: Importance of media analysis. Biochem Eng J 2017. [DOI: 10.1016/j.bej.2016.11.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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7
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Golabgir A, Gutierrez JM, Hefzi H, Li S, Palsson BO, Herwig C, Lewis NE. Quantitative feature extraction from the Chinese hamster ovary bioprocess bibliome using a novel meta-analysis workflow. Biotechnol Adv 2016; 34:621-633. [DOI: 10.1016/j.biotechadv.2016.02.011] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2015] [Revised: 02/21/2016] [Accepted: 02/28/2016] [Indexed: 01/01/2023]
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8
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Jukić S, Bubenik D, Pavlović N, Tušek AJ, Srček VG. Adaptation of CHO cells in serum-free conditions for erythropoietin production: Application of EVOP technique for process optimization. Biotechnol Appl Biochem 2016; 63:633-641. [DOI: 10.1002/bab.1468] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Accepted: 12/07/2015] [Indexed: 01/17/2023]
Affiliation(s)
| | | | | | - Ana Jurinjak Tušek
- Faculty of Food Technology and Biotechnology; University of Zagreb; Zagreb Croatia
| | - Višnja Gaurina Srček
- Faculty of Food Technology and Biotechnology; University of Zagreb; Zagreb Croatia
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9
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High zinc ion supplementation of more than 30 μM can increase monoclonal antibody production in recombinant Chinese hamster ovary DG44 cell culture. Appl Microbiol Biotechnol 2015; 100:2163-70. [DOI: 10.1007/s00253-015-7096-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2015] [Revised: 10/09/2015] [Accepted: 10/13/2015] [Indexed: 12/19/2022]
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10
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Zhang A, Tsang VL, Moore B, Shen V, Huang YM, Kshirsagar R, Ryll T. Advanced process monitoring and feedback control to enhance cell culture process production and robustness. Biotechnol Bioeng 2015; 112:2495-504. [DOI: 10.1002/bit.25684] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Revised: 05/12/2015] [Accepted: 06/18/2015] [Indexed: 12/14/2022]
Affiliation(s)
- An Zhang
- Cell Culture Development; Biogen Idec, Inc.; Research Triangle Park 5000 Davis Drive North Carolina 27709
| | - Valerie Liu Tsang
- Cell Culture Development; Biogen Idec, Inc.; Research Triangle Park 5000 Davis Drive North Carolina 27709
| | - Brandon Moore
- Cell Culture Development; Biogen Idec, Inc.; Research Triangle Park 5000 Davis Drive North Carolina 27709
| | - Vivian Shen
- Cell Culture Development; Biogen Idec, Inc.; Research Triangle Park 5000 Davis Drive North Carolina 27709
| | - Yao-Ming Huang
- Cell Culture Development; Biogen Idec, Inc.; Research Triangle Park 5000 Davis Drive North Carolina 27709
| | - Rashmi Kshirsagar
- Cell Culture Development; Biogen Idec, Inc.; Cambridge Massachusetts
| | - Thomas Ryll
- Cell Culture Development; Biogen Idec, Inc.; Cambridge Massachusetts
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11
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Ley D, Seresht AK, Engmark M, Magdenoska O, Nielsen KF, Kildegaard HF, Andersen MR. Multi-omic profiling -of EPO-producing Chinese hamster ovary cell panel reveals metabolic adaptation to heterologous protein production. Biotechnol Bioeng 2015; 112:2373-87. [PMID: 25995028 PMCID: PMC5034845 DOI: 10.1002/bit.25652] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2015] [Accepted: 05/11/2015] [Indexed: 12/13/2022]
Abstract
Chinese hamster ovary (CHO) cells are the preferred production host for many therapeutic proteins. The production of heterologous proteins in CHO cells imposes a burden on the host cell metabolism and impact cellular physiology on a global scale. In this work, a multi‐omics approach was applied to study the production of erythropoietin (EPO) in a panel of CHO‐K1 cells under growth‐limited and unlimited conditions in batch and chemostat cultures. Physiological characterization of the EPO‐producing cells included global transcriptome analysis, targeted metabolome analysis, including intracellular pools of glycolytic intermediates, NAD(P)H/NAD(P)+, adenine nucleotide phosphates (ANP), and extracellular concentrations of sugars, organic acids, and amino acids. Potential impact of EPO expression on the protein secretory pathway was assessed at multiple stages using quantitative PCR (qPCR), reverse transcription PCR (qRT‐PCR), Western blots (WB), and global gene expression analysis to assess EPO gene copy numbers, EPO gene expression, intracellular EPO retention, and differentially expressed genes functionally related to secretory protein processing, respectively. We found no evidence supporting the existence of production bottlenecks in energy metabolism (i.e., glycolytic metabolites, NAD(P)H/NAD(P)+ and ANPs) in batch culture or in the secretory protein production pathway (i.e., gene dosage, transcription and post‐translational processing of EPO) in chemostat culture at specific productivities up to 5 pg/cell/day. Time‐course analysis of high‐ and low‐producing clones in chemostat culture revealed rapid adaptation of transcription levels of amino acid catabolic genes in favor of EPO production within nine generations. Interestingly, the adaptation was followed by an increase in specific EPO productivity. Biotechnol. Bioeng. 2015;112: 2373–2387. © 2015 The Authors. Biotechnology and Bioengineering Published by Wiley Periodicals, Inc.
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Affiliation(s)
- Daniel Ley
- Department of Systems Biology, Technical University of Denmark, Kongens Lyngby, Denmark.,Cell Culture Technology, Novo Nordisk A/S, Novo Nordisk Park, Måløv, Denmark.,The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Hørsholm, Denmark
| | - Ali Kazemi Seresht
- Cell Culture Technology, Novo Nordisk A/S, Novo Nordisk Park, Måløv, Denmark
| | - Mikael Engmark
- Department of Systems Biology, Technical University of Denmark, Kongens Lyngby, Denmark.,Cell Culture Technology, Novo Nordisk A/S, Novo Nordisk Park, Måløv, Denmark
| | - Olivera Magdenoska
- Department of Systems Biology, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Kristian Fog Nielsen
- Department of Systems Biology, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Helene Faustrup Kildegaard
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Hørsholm, Denmark
| | - Mikael Rørdam Andersen
- Department of Systems Biology, Technical University of Denmark, Kongens Lyngby, Denmark.
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12
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Insight into the roles of hypoxanthine and thydimine on cultivating antibody-producing CHO cells: cell growth, antibody production and long-term stability. Appl Microbiol Biotechnol 2011; 93:169-78. [DOI: 10.1007/s00253-011-3484-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2011] [Revised: 06/30/2011] [Accepted: 07/13/2011] [Indexed: 12/20/2022]
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13
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Effects of low temperature and lactate on osteogenic differentiation of human amniotic mesenchymal stem cells. BIOTECHNOL BIOPROC E 2010. [DOI: 10.1007/s12257-009-0034-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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14
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Jang KS, Kim YG, Gil GC, Park SH, Kim BG. Mass spectrometric quantification of neutral and sialylated N-glycans from a recombinant therapeutic glycoprotein produced in the two Chinese hamster ovary cell lines. Anal Biochem 2008; 386:228-36. [PMID: 19135424 DOI: 10.1016/j.ab.2008.12.015] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2008] [Revised: 12/09/2008] [Accepted: 12/15/2008] [Indexed: 02/07/2023]
Abstract
Quality control and assurance of glycan profiles of a recombinant glycoprotein from lot to lot is a critical issue in the pharmaceutical industry. To develop an easy and simple quantitative and qualitative glycan profile method based on matrix-assisted laser desorption/ionization-time-of-flight mass spectrometry (MALDI-TOF MS), the modification with Girard's reagent T (GT) was exploited. Because GT-derivatized quantification of oligosaccharides using MALDI-TOF MS is possible only with neutral glycans, sialylated glycans are not subjected to quantitative analysis with MALDI-TOF MS. To solve this problem, mild methyl esterification and subsequent GT derivatization were employed, enabling us to perform rapid qualitative and quantitative analysis of sialylated and neutral N-linked oligosaccharides using MALDI-TOF MS. This modified method was used in the comparative quantification of N-glycans from the recombinant therapeutic glycoprotein expressed in two different Chinese hamster ovary (CHO) cell lines. The percentages of sialylated N-glycans to total were 22.5 and 5.2% in CHO-I and CHO-II cells, respectively, resulting in a significant difference in the biological activity of the recombinant glycoprotein.
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Affiliation(s)
- Kyoung-Soon Jang
- Interdisciplinary Program for Biochemical Engineering and Biotechnology, Seoul National University, Seoul 151-742, South Korea
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15
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Characterization of site-specific recombination mediated by Cre recombinase during the development of erythropoietin producing CHO cell lines. BIOTECHNOL BIOPROC E 2008. [DOI: 10.1007/s12257-008-0151-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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16
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Effects of synthetic lysophosphatidylcholines on suspension cultures of the Chinese hamster ovary DG44 cells in protein-free media. BIOTECHNOL BIOPROC E 2008. [DOI: 10.1007/s12257-008-0148-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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17
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Efficient recovery of recombinant human erythropoietin from milk of transgenic pigs by two-step pretreatment. BIOTECHNOL BIOPROC E 2008. [DOI: 10.1007/s12257-007-0158-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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18
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Application of sodium propionate to the suspension culture of Chinese hamster ovary cells for enhanced production of follicle-stimulating hormone. BIOTECHNOL BIOPROC E 2007. [DOI: 10.1007/bf02931346] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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19
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Yoon SK, Jeong MH. Adaptation of Chinese hamster ovary cells to high potassium ion-containing medium for enhancement of follicle-stimulating hormone production. BIOTECHNOL BIOPROC E 2007. [DOI: 10.1007/bf02931062] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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