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Zhang J, Yang W, Zhang L, Li W, Zhang X, Wang X, Wang T. Novel and effective screening system for recombinant protein production in CHO cells. Sci Rep 2024; 14:20856. [PMID: 39242806 PMCID: PMC11379927 DOI: 10.1038/s41598-024-71915-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Accepted: 09/02/2024] [Indexed: 09/09/2024] Open
Abstract
At present, biopharmaceuticals have received extensive attention from the society, among which recombinant proteins have a good growth trend and a large market share. Chinese hamster ovary (CHO) cells are the preferred mammalian system to produce glycosylated recombinant protein drugs. A highly efficient and stable cell screening method needs to be developed to obtain more and useful recombinant proteins. Limited dilution method, cell sorting, and semi-solid medium screening are currently the commonly used cell cloning methods. These methods are time-consuming and labor-intensive, and they have the disadvantage of low clone survival rate. Here, a method based on semi-solid medium was developed to screen out high-yielding and stable cell line within 3 weeks to improve the screening efficiency. The semi-solid medium was combined with an expression vector containing red fluorescent protein (RFP) for early cell line development. In accordance with the fluorescence intensity of RFP, the expression of upstream target gene could be indicated, and the fluorescence intensity was in direct proportion to the expression of upstream target gene. In conclusion, semi-solid medium combined with bicistronic expression vector provides an efficient method for screening stable and highly expressed cell lines.
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Affiliation(s)
- Junhe Zhang
- Institutes of Health Central Plains, Xinxiang Medical University, No. 601 Jinsui Road, Xinxiang, 453003, Henan Province, China.
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang Medical University, No. 601 Jinsui Road, Xinxiang, 453003, Henan Province, China.
- Department of Biochemistry and Molecular Biology, Xinxiang Medical University, Xinxiang, 453003, China.
| | - Wenwen Yang
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang Medical University, No. 601 Jinsui Road, Xinxiang, 453003, Henan Province, China
- Department of Biochemistry and Molecular Biology, Xinxiang Medical University, Xinxiang, 453003, China
| | - Liao Zhang
- Institutes of Health Central Plains, Xinxiang Medical University, No. 601 Jinsui Road, Xinxiang, 453003, Henan Province, China
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang Medical University, No. 601 Jinsui Road, Xinxiang, 453003, Henan Province, China
| | - Wenqing Li
- Department of Biochemistry and Molecular Biology, Xinxiang Medical University, Xinxiang, 453003, China
| | - Xi Zhang
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang Medical University, No. 601 Jinsui Road, Xinxiang, 453003, Henan Province, China
| | - Xiaoyin Wang
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang Medical University, No. 601 Jinsui Road, Xinxiang, 453003, Henan Province, China
- Department of Biochemistry and Molecular Biology, Xinxiang Medical University, Xinxiang, 453003, China
| | - Tianyun Wang
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang Medical University, No. 601 Jinsui Road, Xinxiang, 453003, Henan Province, China.
- Department of Biochemistry and Molecular Biology, Xinxiang Medical University, Xinxiang, 453003, China.
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2
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Sukwattananipaat P, Kuroda H, Yamano-Adachi N, Omasa T. Metabolomic characterization of monoclonal antibody-producing Chinese hamster lung (CHL)-YN cells in glucose-controlled serum-free fed-batch operation. Biotechnol Bioeng 2024; 121:2848-2867. [PMID: 39138873 DOI: 10.1002/bit.28777] [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: 03/08/2024] [Revised: 05/31/2024] [Accepted: 06/09/2024] [Indexed: 08/15/2024]
Abstract
The fast-growing Chinese hamster lung (CHL)-YN cell line was recently developed for monoclonal antibody production. In this study, we applied a serum-free fed-batch cultivation process to immunoglobulin (Ig)G1-producing CHL-YN cells, which were then used to design a dynamic glucose supply system to stabilize the extracellular glucose concentration based on glucose consumption. Glucose consumption of the cultures rapidly oscillated following three phases of glutamine metabolism: consumption, production, and re-consumption. Use of the dynamic glucose supply prolonged the viability of the CHL-YN-IgG1 cell cultures and increased IgG1 production. Liquid chromatography with tandem mass spectrometry-based target metabolomics analysis of the extracellular metabolites during the first glutamine shift was conducted to search for depleted compounds. The results suggest that the levels of four amino acids, namely arginine, aspartate, methionine, and serine, were sharply decreased in CHL-YN cells during glutamine production. Supporting evidence from metabolic and gene expression analyses also suggest that CHL-YN cells acquired ornithine- and cystathionine-production abilities that differed from those in Chinese hamster ovary-K1 cells, potentially leading to proline and cysteine biosynthesis.
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Affiliation(s)
| | - Hirotaka Kuroda
- Graduate School of Engineering, Osaka University, Osaka, Japan
- Shimadzu Corp., Kyoto, Japan
- Shimadzu Analytical Innovation Research Laboratories, Osaka, Japan
| | - Noriko Yamano-Adachi
- Graduate School of Engineering, Osaka University, Osaka, Japan
- Institute for Open and Transdisciplinary Research Initiatives, Osaka University, Osaka, Japan
- Manufacturing Technology Association of Biologics (MAB), Hyogo, Japan
| | - Takeshi Omasa
- Graduate School of Engineering, Osaka University, Osaka, Japan
- Institute for Open and Transdisciplinary Research Initiatives, Osaka University, Osaka, Japan
- Manufacturing Technology Association of Biologics (MAB), Hyogo, Japan
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3
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Stanisheuski S, Ebrahimi A, Vaidya KA, Jang HS, Yang L, Eddins AJ, Marean-Reardon C, Franco MC, Maier CS. Thermal inkjet makes label-free single-cell proteomics accessible and easy. Front Chem 2024; 12:1428547. [PMID: 39233922 PMCID: PMC11371764 DOI: 10.3389/fchem.2024.1428547] [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: 05/06/2024] [Accepted: 07/31/2024] [Indexed: 09/06/2024] Open
Abstract
In this study, we adapted an HP D100 Single Cell Dispenser - a novel low-cost thermal inkjet (TIJ) platform with impedance-based single cell detection - for dispensing of individual cells and one-pot sample preparation. We repeatedly achieved label-free identification of up to 1,300 proteins from a single cell in a single run using an Orbitrap Fusion Lumos Mass Spectrometer coupled to either an Acquity UPLC M-class system or a Vanquish Neo UHPLC system. The developed sample processing workflow is highly reproducible, robust, and applicable to standardized 384- and 1536-well microplates, as well as glass LC vials. We demonstrate the applicability of the method for proteomics of single cells from multiple cell lines, mixed cell suspensions, and glioblastoma tumor spheroids. As additional proof of robustness, we monitored the results of genetic manipulations and the expression of engineered proteins in individual cells. Our cost-effective and robust single-cell proteomics workflow can be transferred to other labs interested in studying cells at the individual cell level.
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Affiliation(s)
| | - Arpa Ebrahimi
- Department of Chemistry, Oregon State University, Corvallis, OR, United States
| | - Kavi Aashish Vaidya
- Department of Biochemistry and Biophysics, College of Science, Oregon State University, Corvallis, OR, United States
| | | | - Liping Yang
- Department of Chemistry, Oregon State University, Corvallis, OR, United States
| | - Alex Jordan Eddins
- Department of Biochemistry and Biophysics, College of Science, Oregon State University, Corvallis, OR, United States
| | - Carrie Marean-Reardon
- Department of Biochemistry and Biophysics, College of Science, Oregon State University, Corvallis, OR, United States
| | - Maria Clara Franco
- Department of Biochemistry and Biophysics, College of Science, Oregon State University, Corvallis, OR, United States
- Center for Translational Science, Florida International University, Port St. Lucie, FL, United States
- Department of Cellular and Molecular Medicine, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, United States
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4
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Wu R, Kahl DM, Kloberdanz R, Rohilla KJ, Balasubramanian S. Demonstration of a robust high cell density transient CHO platform yielding mAb titers of up to 2 g/L without medium exchange. Biotechnol Prog 2024; 40:e3435. [PMID: 38329375 DOI: 10.1002/btpr.3435] [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: 10/04/2023] [Revised: 01/10/2024] [Accepted: 01/11/2024] [Indexed: 02/09/2024]
Abstract
Biopharmaceuticals like therapeutic monoclonal antibodies (mAbs) and other derived proteins are popular for treating various diseases. Transient gene expression (TGE) is typically used as a fast yet efficient method to generate moderate amounts of material. It has been used to support early stage research and discovery processes. Introduction of a robust high yielding and predictive TGE platform in Chinese hamster ovary (CHO) is crucial. It maintains the consistency in cell lines and processes throughout the early drug discovery and downstream manufacturing processes. This helps researchers to identify the issues at an early stage for timely resolution. In this study, we have demonstrated a simple high-titer platform for TGE in CHO based on a dilution process of seeding cells. We achieved titers ranging from 0.8 to 1.9 g/L for eight model mAbs at three scales (1, 30, 100 mL) in 10 days using our new platform. The ability to seed by dilution significantly streamlined the process and dramatically enhanced platform throughput. We observed a modest reduction in titer ranging from 11% to 28% when cells were seeded using dilution compared to when cells were seeded using medium exchange. Further studies revealed that carry over of spent medium into transfection negatively affected the DNA uptake and transcription processes, while the translation and secretion was minimally impacted. In summary, our transient CHO platform using cells prepared by dilution at high densities can achieve high titers of up to 1.9 g/L, which can be further improved by targeting the bottlenecks of transfection and transcription.
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Affiliation(s)
- Rigumula Wu
- Department of Cell Culture and Bioprocess Operations, Genentech, Inc, San Francisco, California, USA
| | - Danielle M Kahl
- Department of Cell Culture and Bioprocess Operations, Genentech, Inc, San Francisco, California, USA
| | - Ronald Kloberdanz
- Department of Cell Culture and Bioprocess Operations, Genentech, Inc, San Francisco, California, USA
| | - Kushal J Rohilla
- Department of Cell Culture and Bioprocess Operations, Genentech, Inc, San Francisco, California, USA
| | - Sowmya Balasubramanian
- Department of Cell Culture and Bioprocess Operations, Genentech, Inc, San Francisco, California, USA
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Antony JS, Herranz AM, Mohammadian Gol T, Mailand S, Monnier P, Rottenberger J, Roig-Merino A, Keller B, Gowin C, Milla M, Beyer TA, Mezger M. Accelerated generation of gene-engineered monoclonal CHO cell lines using FluidFM nanoinjection and CRISPR/Cas9. Biotechnol J 2024; 19:e2300505. [PMID: 38651269 DOI: 10.1002/biot.202300505] [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: 09/22/2023] [Revised: 03/21/2024] [Accepted: 04/02/2024] [Indexed: 04/25/2024]
Abstract
Chinese hamster ovary (CHO) cells are the commonly used mammalian host system to manufacture recombinant proteins including monoclonal antibodies. However unfavorable non-human glycoprofile displayed on CHO-produced monoclonal antibodies have negative impacts on product quality, pharmacokinetics, and therapeutic efficiency. Glycoengineering such as genetic elimination of genes involved in glycosylation pathway in CHO cells is a viable solution but constrained due to longer timeline and laborious workflow. Here, in this proof-of-concept (PoC) study, we present a novel approach coined CellEDIT to engineer CHO cells by intranuclear delivery of the CRISPR components to single cells using the FluidFM technology. Co-injection of CRISPR system targeting BAX, DHFR, and FUT8 directly into the nucleus of single cells, enabled us to generate triple knockout CHO-K1 cell lines within a short time frame. The proposed technique assures the origin of monoclonality without the requirement of limiting dilution, cell sorting or positive selection. Furthermore, the approach is compatible to develop both single and multiple knockout clones (FUT8, BAX, and DHFR) in CHO cells. Further analyses on single and multiple knockout clones confirmed the targeted genetic disruption and altered protein expression. The knockout CHO-K1 clones showed the persistence of gene editing during the subsequent passages, compatible with serum free chemically defined media and showed equivalent transgene expression like parental clone.
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Affiliation(s)
- Justin S Antony
- University Children's Hospital, Department of Pediatrics I, Hematology and Oncology, University of Tübingen, Tübingen, Germany
| | | | - Tahereh Mohammadian Gol
- University Children's Hospital, Department of Pediatrics I, Hematology and Oncology, University of Tübingen, Tübingen, Germany
| | | | | | - Jennifer Rottenberger
- University Children's Hospital, Department of Pediatrics I, Hematology and Oncology, University of Tübingen, Tübingen, Germany
| | | | | | | | | | | | - Markus Mezger
- University Children's Hospital, Department of Pediatrics I, Hematology and Oncology, University of Tübingen, Tübingen, Germany
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Jarusintanakorn S, Rangnoi K, Yamabhai M, Mastrobattista E. Effect of adenosine and cordycepin on recombinant antibody production yields in two different Chinease hamster ovary cell lines. Biotechnol Prog 2024; 40:e3403. [PMID: 37985175 DOI: 10.1002/btpr.3403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 08/23/2023] [Accepted: 10/23/2023] [Indexed: 11/22/2023]
Abstract
In this study, we investigated the effect of adenosine and its derivative cordycepin on the production yield of a recombinant human monoclonal antibody (adalimumab) in two commonly used Chinese Hamster ovary (CHO) cell lines that have different gene amplification systems, namely CHO-DHFR- and GS-CHO knockout (GS-KO CHO) cells and that were grown in batch culture, with and without glucose feeding. The results showed that adenosine suppressed the cell growth rate and increased the fraction of cells in S phase of the cell cycle for both CHO cell lines. Different concentrations and exposure times of adenosine feeding were tested. The optimal yield of adalimumab production was achieved with the addition of 1 mM adenosine on day 2 after start of the batch culture. Adenosine could significantly improve antibody titers and productivity in both CHO cell lines in cultures without glucose feeding. However, upon glucose feeding, adenosine did not improve antibody titers in CHO-DHFR- cells but extended culture duration and significantly increased antibody titers in GS-KO CHO cells. Therefore, adenosine supplementation might be useful for antibody production in GS-KO CHO cells in medium- to large-scale batches. In case of cordycepin, a derivative of adenosine, CHO-DHFR- cells required higher concentration of cordycepin than GS-KO CHO cells around 10 times to display the changes in cell growth and cell cycle. Moreover, cordycepin could significantly increase antibody titers only in CHO-DHFR- cell cultures without glucose feeding.
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Affiliation(s)
- Salinthip Jarusintanakorn
- Department of Pharmaceutics, Faculty of Science, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht University, Utrecht, Netherlands
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand
- Molecular Biotechnology Laboratory, School of Biotechnology, Institute of Agricultural Technology, Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - Kuntalee Rangnoi
- Molecular Biotechnology Laboratory, School of Biotechnology, Institute of Agricultural Technology, Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - Montarop Yamabhai
- Molecular Biotechnology Laboratory, School of Biotechnology, Institute of Agricultural Technology, Suranaree University of Technology, Nakhon Ratchasima, Thailand
| | - Enrico Mastrobattista
- Department of Pharmaceutics, Faculty of Science, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht University, Utrecht, Netherlands
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Fernández-Quintero ML, Ljungars A, Waibl F, Greiff V, Andersen JT, Gjølberg TT, Jenkins TP, Voldborg BG, Grav LM, Kumar S, Georges G, Kettenberger H, Liedl KR, Tessier PM, McCafferty J, Laustsen AH. Assessing developability early in the discovery process for novel biologics. MAbs 2023; 15:2171248. [PMID: 36823021 PMCID: PMC9980699 DOI: 10.1080/19420862.2023.2171248] [Citation(s) in RCA: 23] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Accepted: 01/18/2023] [Indexed: 02/25/2023] Open
Abstract
Beyond potency, a good developability profile is a key attribute of a biological drug. Selecting and screening for such attributes early in the drug development process can save resources and avoid costly late-stage failures. Here, we review some of the most important developability properties that can be assessed early on for biologics. These include the influence of the source of the biologic, its biophysical and pharmacokinetic properties, and how well it can be expressed recombinantly. We furthermore present in silico, in vitro, and in vivo methods and techniques that can be exploited at different stages of the discovery process to identify molecules with liabilities and thereby facilitate the selection of the most optimal drug leads. Finally, we reflect on the most relevant developability parameters for injectable versus orally delivered biologics and provide an outlook toward what general trends are expected to rise in the development of biologics.
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Affiliation(s)
- Monica L. Fernández-Quintero
- Center for Molecular Biosciences Innsbruck (CMBI), Department of General, Inorganic and Theoretical Chemistry, University of Innsbruck, Innsbruck, Austria
| | - Anne Ljungars
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Franz Waibl
- Center for Molecular Biosciences Innsbruck (CMBI), Department of General, Inorganic and Theoretical Chemistry, University of Innsbruck, Innsbruck, Austria
| | - Victor Greiff
- Department of Immunology, University of Oslo, Oslo, Norway
| | - Jan Terje Andersen
- Department of Immunology, University of Oslo, Oslo University Hospital Rikshospitalet, Oslo, Norway
- Institute of Clinical Medicine and Department of Pharmacology, University of Oslo, Oslo, Norway
| | | | - Timothy P. Jenkins
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Bjørn Gunnar Voldborg
- National Biologics Facility, Department of Biotechnology and Biomedicine, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Lise Marie Grav
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Sandeep Kumar
- Biotherapeutics Discovery, Boehringer Ingelheim Pharmaceuticals Inc, Ridgefield, CT, USA
| | - Guy Georges
- Roche Pharma Research and Early Development, Large Molecule Research, Roche Innovation Center Munich, Penzberg, Germany
| | - Hubert Kettenberger
- Roche Pharma Research and Early Development, Large Molecule Research, Roche Innovation Center Munich, Penzberg, Germany
| | - Klaus R. Liedl
- Center for Molecular Biosciences Innsbruck (CMBI), Department of General, Inorganic and Theoretical Chemistry, University of Innsbruck, Innsbruck, Austria
| | - Peter M. Tessier
- Department of Chemical Engineering, Pharmaceutical Sciences and Biomedical Engineering, Biointerfaces Institute, University of Michigan, Ann Arbor, Michigan, USA
| | - John McCafferty
- Department of Medicine, Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge, Cambridge, UK
- Maxion Therapeutics, Babraham Research Campus, Cambridge, UK
| | - Andreas H. Laustsen
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kongens Lyngby, Denmark
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Zhu D, Wang Z, Xu Y, Lin J, Qiu M, Liu J, Li X. Novel application of anti-human Fc nanobody for screening high-producing CHO cells for monoclonal antibody. Eng Life Sci 2022; 22:608-618. [PMID: 36247827 PMCID: PMC9550735 DOI: 10.1002/elsc.202200028] [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: 05/30/2022] [Revised: 08/05/2022] [Accepted: 08/09/2022] [Indexed: 11/08/2022] Open
Abstract
Animal-derived anti-IgG secondary antibodies are currently employed to stain and screen of human monoclonal antibody(mAb)-producing cells, but using animal-derived antibodies may raise the concerns of high cost, complicated operations and biological safety issues in biopharmaceutical manufacturing. Nanobodies(VHHs) are attractive forms of antibodies for their straightforward engineering and expression in both eukaryotic and prokaryotic systems. Using phage-displayed immune llama VHH library, we identified new anti-Fc VHHs that could bind to human Fc with high affinity. In GFP fusion format, the anti-Fc VHH-GFP generated dramatically stronger FACS signals than AF488 conjugated anti-IgG antibodies when used for staining mAb-producing CHO cells. Furthermore, preparative sorting of CHO cells based on anti-Fc VHH-GFP staining resulted in the enrichment of cell lines capable of synthesizing mAb at high productivity. This safe and cost-efficient anti-Fc VHH-GFP may optimize the process of generating highly productive cell lines for therapeutic mAb production compared to conventional animal-derived fluorescent antibodies.
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Affiliation(s)
- Di Zhu
- ChengduMedical CollegeSichuan ProvinceChina
| | - Zheng Wang
- Shanghai Bao Pharmaceuticals Co.Ltd.ShanghaiChina
| | - Yunxia Xu
- Shanghai Bao Pharmaceuticals Co.Ltd.ShanghaiChina
| | - Jing Lin
- ABLINK Biotech Co.Ltd.ChengduChina
| | - Mei Qiu
- ABLINK Biotech Co.Ltd.ChengduChina
| | - Jianghai Liu
- ChengduMedical CollegeSichuan ProvinceChina
- ABLINK Biotech Co.Ltd.ChengduChina
| | - Xinlei Li
- ChengduMedical CollegeSichuan ProvinceChina
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