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Pérez-Rubio P, Romero EL, Cervera L, Gòdia F, Nielsen LK, Lavado-García J. Title: Systematic insights into cell density-dependent transcriptional responses upon medium replacements. Biomed Pharmacother 2024; 181:117640. [PMID: 39486366 DOI: 10.1016/j.biopha.2024.117640] [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: 08/18/2024] [Revised: 10/23/2024] [Accepted: 10/28/2024] [Indexed: 11/04/2024] Open
Abstract
Understanding the molecular mechanisms governing transfection efficiency and particle secretion in high cell density cultures is critical to overcome the cell density effect upon transient gene expression. The effect of different conditioned media in HEK293 transcriptome at low and high cell density is explored. A systematic pair-wise comparative study was performed to shed light on the effect on previous phenotypical characteristics of different media conditions: fresh, exhausted and media depleted from extracellular vesicles (EVs) as well as associated proteins and RNAs. The obtained results suggest that restorative effects observed in transfection efficiency when employing EV-depleted media may arise predominantly from physicochemical alterations rather than cellular processes. A significant downregulation of genes associated with nucleocytoplasmic transport for the conditions involving the use of exhausted or EV-depleted media was observed. Moreover, upregulation of histone-related genes in EV-depleted media suggest a role for histone signaling in response to cellular stress or growth limitations, thereby highlighting the potential of manipulating histone levels as a promising strategy to enhance transient transfection. It was also corroborated that the accumulation of extracellular matrix proteins upon cell growth may inhibit transfection by an already-known competitive effect between cell membrane-bound and free proteoglycans. Proteomic characterization of EV-depleted media further unveiled enrichment of pathways associated with infection response and double-strand DNA breaks, suggesting that HEK293 cells undergo an induced infection-like state that disrupts cellular processes. Importantly, the study reveals that EV-depleted media stimulates virion release pathways underscoring the complex interplay between extracellular vesicles and viral budding.
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Affiliation(s)
- Pol Pérez-Rubio
- Grup d'Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona 08193, Spain.
| | - Elianet Lorenzo Romero
- Grup d'Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona 08193, Spain
| | - Laura Cervera
- Grup d'Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona 08193, Spain
| | - Francesc Gòdia
- Grup d'Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona 08193, Spain
| | - Lars Keld Nielsen
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby 2800, Denmark; Australian Institute for Bioengineering and Nanotechnology, University of Queensland, Australia
| | - Jesús Lavado-García
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby 2800, Denmark.
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Pamenter G, Davies L, Lamont C, Rahim D, Knevelman C, Miskin J, Mitrophanous K, Dikicioglu D, Bracewell DG. Lentiviral vector determinants of anion-exchange chromatography elution heterogeneity. Biotechnol Bioeng 2024; 121:2936-2951. [PMID: 38874319 DOI: 10.1002/bit.28766] [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: 02/28/2024] [Revised: 05/16/2024] [Accepted: 05/27/2024] [Indexed: 06/15/2024]
Abstract
The demand for Lentiviral Vector (LV) drug substance is increasing. However, primary capture using convective anion-exchange chromatography remains a significant manufacturing challenge. This stems from a poor understanding of the complex adsorption behaviors linked to LVs intricate and variable structure, such as high binding heterogeneity which is typically characterized by a gradient elution profile consisting of two peaks. Understanding which LV structural components drive these phenomena is therefore crucial for rational process design. This work identifies the key LV envelope components responsible for binding to quaternary-amine membrane adsorbents. Eliminating the pseudotype protein (Vesicular Stomatitis Virus G glycoprotein [VSV-G]) did not impact the heterogenous two-peak elution profile, suggesting it is not a major binding species. Digestion of envelope glycosaminoglycans (GAGs), present on proteoglycans, leads to a dramatic reduction in the proportion of vector eluted in peak 2, decreasing from 50% to 3.1%, and a threefold increase in peak 1 maximum. Data from reinjection experiments point towards interparticle envelope heterogeneity from discrete LV populations, where the two-peak profile emerges from a subpopulation of LVs interacting via highly charged GAGs (peak 2) along with a weaker binding population likely interacting through the phospholipid membrane and envelope protein (peak 1).
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Affiliation(s)
- George Pamenter
- Department of Biochemical Engineering, University College London, London, UK
- Oxford Biomedica (UK) Ltd., Oxford, UK
| | | | | | | | | | | | | | - Duygu Dikicioglu
- Department of Biochemical Engineering, University College London, London, UK
| | - Daniel G Bracewell
- Department of Biochemical Engineering, University College London, London, UK
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Pérez-Rubio P, Vendrell-Flotats M, Romero EL, Enemark-Rasmussen K, Cervera L, Gòdia F, Lavado-García J. Internalization of PEI-based complexes in transient transfection of HEK293 cells is triggered by coalescence of membrane heparan sulfate proteoglycans like Glypican-4. Biomed Pharmacother 2024; 176:116893. [PMID: 38850653 DOI: 10.1016/j.biopha.2024.116893] [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: 03/22/2024] [Revised: 05/23/2024] [Accepted: 06/05/2024] [Indexed: 06/10/2024] Open
Abstract
Polymer-cationic mediated gene delivery is a well-stablished strategy of transient gene expression (TGE) in mammalian cell cultures. Nonetheless, its industrial implementation is hindered by the phenomenon known as cell density effect (CDE) that limits the cell density at which cultures can be efficiently transfected. The rise in personalized medicine and multiple cell and gene therapy approaches based on TGE, make more relevant to understand how to circumvent the CDE. A rational study upon DNA/PEI complex formation, stability and delivery during transfection of HEK293 cell cultures has been conducted, providing insights on the mechanisms for polyplexes uptake at low cell density and disruption at high cell density. DNA/PEI polyplexes were physiochemically characterized by coupling X-ray spectroscopy, confocal microscopy, cryo-transmission electron microscopy (TEM) and nuclear magnetic resonance (NMR). Our results showed that the ionic strength of polyplexes significantly increased upon their addition to exhausted media. This was reverted by depleting extracellular vesicles (EVs) from the media. The increase in ionic strength led to polyplex aggregation and prevented efficient cell transfection which could be counterbalanced by implementing a simple media replacement (MR) step before transfection. Inhibiting and labeling specific cell-surface proteoglycans (PGs) species revealed different roles of PGs in polyplexes uptake. Importantly, the polyplexes uptake process seemed to be triggered by a coalescence phenomenon of HSPG like glypican-4 around polyplex entry points. Ultimately, this study provides new insights into PEI-based cell transfection methodologies, enabling to enhance transient transfection and mitigate the cell density effect (CDE).
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Affiliation(s)
- Pol Pérez-Rubio
- Grup d'Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona 08193, Spain
| | - Meritxell Vendrell-Flotats
- Servei de Microscòpia, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona 08193, Spain
| | - Elianet Lorenzo Romero
- Grup d'Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona 08193, Spain
| | | | - Laura Cervera
- Grup d'Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona 08193, Spain; Serra Hunter Lecturer Professor.
| | - Francesc Gòdia
- Grup d'Enginyeria de Bioprocessos i Biocatàlisi Aplicada, Escola d'Enginyeria, Universitat Autònoma de Barcelona, Campus de Bellaterra, Cerdanyola del Vallès, Barcelona 08193, Spain
| | - Jesús Lavado-García
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Lyngby Kgs 2800, Denmark.
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Repeated Transient Transfection: An Alternative for the Recombinant Production of Difficult-to-Express Proteins Like BMP2. Processes (Basel) 2022. [DOI: 10.3390/pr10061064] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Human bone morphogenetic protein 2 (hBMP2) is routinely used in medical applications as an inducer of osteoformation. The recombinant production of BMP2 is typically performed using stable Chinese hamster ovary (CHO) cell lines. However, this process is inefficient, resulting in low product titers. In contrast, transient gene expression (TGE), which also enables the production of recombinant proteins, suffers from short production times and hence limited total product amounts. Here, we show that TGE-based BMP2 production is more efficient in HEKsus than in CHOsus cells. Independently of the cell lines, a bicistronic plasmid co-expressing EGFP and BMP2 facilitated the determination of the transfection efficiency but led to inferior BMP2 titers. Finally, we used a high cell density transient transfection (HCD-TGE) protocol to improve and extend the BMP2 expression by performing four rounds of serial transfections on one pool of HEKsus cells. This repeated transient transfection (RTT) process in HEKsus cells was implemented using EGFP as a reporter gene and further adapted for BMP2 production. The proposed method significantly improves BMP2 production (up to 509 ng/106 cells) by extending the production phase (96–360 h). RTT can be integrated into the seed train and is shown to be compatible with scale-up to the liter range.
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Bryan L, Clynes M, Meleady P. The emerging role of cellular post-translational modifications in modulating growth and productivity of recombinant Chinese hamster ovary cells. Biotechnol Adv 2021; 49:107757. [PMID: 33895332 DOI: 10.1016/j.biotechadv.2021.107757] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 04/19/2021] [Accepted: 04/19/2021] [Indexed: 02/06/2023]
Abstract
Chinese hamster ovary (CHO) cells are one of the most commonly used host cell lines used for the production human therapeutic proteins. Much research over the past two decades has focussed on improving the growth, titre and cell specific productivity of CHO cells and in turn lowering the costs associated with production of recombinant proteins. CHO cell engineering has become of particular interest in recent years following the publication of the CHO cell genome and the availability of data relating to the proteome, transcriptome and metabolome of CHO cells. However, data relating to the cellular post-translational modification (PTMs) which can affect the functionality of CHO cellular proteins has only begun to be presented in recent years. PTMs are important to many cellular processes and can further alter proteins by increasing the complexity of proteins and their interactions. In this review, we describe the research presented from CHO cells to date related on three of the most important PTMs; glycosylation, phosphorylation and ubiquitination.
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Affiliation(s)
- Laura Bryan
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Paula Meleady
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
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Johari YB, Jaffé SRP, Scarrott JM, Johnson AO, Mozzanino T, Pohle TH, Maisuria S, Bhayat-Cammack A, Lambiase G, Brown AJ, Tee KL, Jackson PJ, Wong TS, Dickman MJ, Sargur RB, James DC. Production of trimeric SARS-CoV-2 spike protein by CHO cells for serological COVID-19 testing. Biotechnol Bioeng 2021; 118:1013-1021. [PMID: 33128388 DOI: 10.1002/bit.27615] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 10/14/2020] [Accepted: 10/27/2020] [Indexed: 12/27/2022]
Abstract
We describe scalable and cost-efficient production of full length, His-tagged severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) spike glycoprotein trimer by Chinese hamster ovary (CHO) cells that can be used to detect SARS-CoV-2 antibodies in patient sera at high specificity and sensitivity. Transient production of spike in both human embryonic kidney (HEK) and CHO cells mediated by polyethyleneimine was increased significantly (up to 10.9-fold) by a reduction in culture temperature to 32°C to permit extended duration cultures. Based on these data GS-CHO pools stably producing spike trimer under the control of a strong synthetic promoter were cultured in hypothermic conditions with combinations of bioactive small molecules to increase yield of purified spike product 4.9-fold to 53 mg/L. Purification of recombinant spike by Ni-chelate affinity chromatography initially yielded a variety of co-eluting protein impurities identified as host cell derived by mass spectrometry, which were separated from spike trimer using a modified imidazole gradient elution. Purified CHO spike trimer antigen was used in enzyme-linked immunosorbent assay format to detect immunoglobulin G antibodies against SARS-CoV-2 in sera from patient cohorts previously tested for viral infection by polymerase chain reaction, including those who had displayed coronavirus disease 2019 (COVID-19) symptoms. The antibody assay, validated to ISO 15189 Medical Laboratories standards, exhibited a specificity of 100% and sensitivity of 92.3%. Our data show that CHO cells are a suitable host for the production of larger quantities of recombinant SARS-CoV-2 trimer which can be used as antigen for mass serological testing.
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Affiliation(s)
- Yusuf B Johari
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, UK
| | - Stephen R P Jaffé
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, UK
| | - Joseph M Scarrott
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, UK
| | - Abayomi O Johnson
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, UK
| | - Théo Mozzanino
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, UK
| | - Thilo H Pohle
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, UK
| | - Sheetal Maisuria
- Department of Immunology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Amina Bhayat-Cammack
- Department of Immunology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Giulia Lambiase
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, UK
| | - Adam J Brown
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, UK
| | - Kang Lan Tee
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, UK
| | - Philip J Jackson
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, UK
| | - Tuck Seng Wong
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, UK
| | - Mark J Dickman
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, UK
| | - Ravishankar B Sargur
- Department of Immunology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - David C James
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, UK
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7
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Kim CL, Jung MY, Kim YS, Jang JW, Lee GM. Improving the production of recombinant human bone morphogenetic protein-4 in Chinese hamster ovary cell cultures by inhibition of undesirable endocytosis. Biotechnol Bioeng 2018; 115:2565-2575. [PMID: 30011067 DOI: 10.1002/bit.26798] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2018] [Revised: 06/30/2018] [Accepted: 07/11/2018] [Indexed: 12/17/2023]
Abstract
Endocytic regulation serves a critical role in modulating the extracellular level of signaling molecules, such as bone morphogenetic proteins (BMPs). Unfortunately, endocytosis may result in poor yields of recombinant human BMP-4 (rhBMP-4) from Chinese hamster ovary (CHO) cell cultures. When rhBMP-4 was incubated with CHO cells, rhBMP-4 was actively internalized into cells. Cell surface bound heparan sulfate proteoglycans (HSPGs) served as the major receptors for rhBMP-4 internalization. Removal of cell surface heparan sulfate (HS) by heparinases or reduction of HSPG synthesis by knockdown of xylosyltransferase2 (xylt2) in CHO cells decreased internalization of rhBMP-4. In addition, treatment with endocytosis inhibitors (chlorpromazine, genistein, and dynasore) identified a clathrin- and dynamin-dependent endocytic pathway as the major route for rhBMP-4 internalization. To enhance product yield by minimizing rhBMP-4 internalization in recombinant CHO (rCHO) cell cultures, we have tested various strategies to reduce HSPG synthesis (knockdown of xylt2 and sodium chlorate treatment) or inhibit the binding of rhBMP-4 to cell-surface-bound HSPGs (supplementation with heparin or dextran sulfate [DS]). Among these approaches, DS, which is a linear anionic sulfated polysaccharide with similarity to HS chains, was the most effective in enhancing rhBMP-4 production in rCHO cell cultures. Compared with the control cultures, DS addition to the culture medium (1.0 g/L) resulted in 1.4-fold and 2.3-fold increases in maximum rhBMP-4 concentration in batch and fed-batch cultures, respectively. Taken together, the addition of DS, an effective competitor of HSPGs, improved rhBMP-4 production in rCHO cell cultures through blockage of rhBMP-4 internalization.
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Affiliation(s)
- Che Lin Kim
- Department of Biological Sciences, KAIST, Daejeon, Republic of Korea
| | - Mi Yeong Jung
- Institute of Biomaterial and Medical Engineering, Cellumed, Seoul, Republic of Korea
| | - Young Sik Kim
- Institute of Biomaterial and Medical Engineering, Cellumed, Seoul, Republic of Korea
| | - Ju Woong Jang
- Institute of Biomaterial and Medical Engineering, Cellumed, Seoul, Republic of Korea
| | - Gyun Min Lee
- Department of Biological Sciences, KAIST, Daejeon, Republic of Korea
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Sharma M, El-Sayed NS, Do H, Parang K, Tiwari RK, Aliabadi HM. Tumor-targeted delivery of siRNA using fatty acyl-CGKRK peptide conjugates. Sci Rep 2017; 7:6093. [PMID: 28733622 PMCID: PMC5522445 DOI: 10.1038/s41598-017-06381-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Accepted: 06/12/2017] [Indexed: 12/13/2022] Open
Abstract
Tumor-targeted carriers provide efficient delivery of chemotherapeutic agents to tumor tissue. CGKRK is one of the well-known tumor targeting peptides with significant specificity for angiogenic blood vessels and tumor cells. Here, we designed fatty acyl conjugated CGKRK peptides, based on the hypothesis that hydrophobically-modified CGKRK peptide could enhance cellular permeation and delivery of siRNA targeted to tumor cells for effective silencing of selected proteins. We synthesized six fatty acyl-peptide conjugates, using a diverse chain of saturated and unsaturated fatty acids to study the efficiency of this approach. At peptide:siRNA weight/weight ratio of 10:1 (N/P ≈ 13.6), almost all the peptides showed complete binding with siRNA, and at a w/w ratio of 20:1 (N/P ≈ 27.3), complete protection of siRNA from early enzymatic degradation was observed. Conjugated peptides and peptide/siRNA complexes did not show significant cytotoxicity in selected cell lines. The oleic acid-conjugated peptide showed the highest efficiency in siRNA uptake and silencing of kinesin spindle protein at peptide:siRNA w/w ratio of 80:1 (N/P ≈ 109). The siRNA internalization into non-tumorigenic kidney cells was negligible with all fatty acyl-peptide conjugates. These results indicate that conjugation of fatty acids to CGKRK could create an efficient delivery system for siRNA silencing specifically in tumor cells.
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Affiliation(s)
- Meenakshi Sharma
- Center for Targeted Drug Delivery, Department of Biomedical and Pharmaceutical Sciences, Chapman University School of Pharmacy, Harry and Diane Rinker Health Science Campus, Irvine, California, 92618, United States
| | - Naglaa Salem El-Sayed
- Center for Targeted Drug Delivery, Department of Biomedical and Pharmaceutical Sciences, Chapman University School of Pharmacy, Harry and Diane Rinker Health Science Campus, Irvine, California, 92618, United States
- Cellulose and Paper Department, National Research Center, Dokki, 12622, Cairo, Egypt
| | - Hung Do
- Center for Targeted Drug Delivery, Department of Biomedical and Pharmaceutical Sciences, Chapman University School of Pharmacy, Harry and Diane Rinker Health Science Campus, Irvine, California, 92618, United States
| | - Keykavous Parang
- Center for Targeted Drug Delivery, Department of Biomedical and Pharmaceutical Sciences, Chapman University School of Pharmacy, Harry and Diane Rinker Health Science Campus, Irvine, California, 92618, United States
| | - Rakesh Kumar Tiwari
- Center for Targeted Drug Delivery, Department of Biomedical and Pharmaceutical Sciences, Chapman University School of Pharmacy, Harry and Diane Rinker Health Science Campus, Irvine, California, 92618, United States.
| | - Hamidreza Montazeri Aliabadi
- Center for Targeted Drug Delivery, Department of Biomedical and Pharmaceutical Sciences, Chapman University School of Pharmacy, Harry and Diane Rinker Health Science Campus, Irvine, California, 92618, United States.
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Kim CL, Ha TK, Lee GM. Combinatorial treatment with lithium chloride enhances recombinant antibody production in transiently transfected CHO and HEK293E cells. BIOTECHNOL BIOPROC E 2016. [DOI: 10.1007/s12257-016-0434-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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