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Wei W, Zielewicz L, Zhang L. Duplication of a chromosome 2 segment in production CHO cell lines correlates with age-related growth improvement. Biotechnol J 2024; 19:e2300407. [PMID: 38403434 DOI: 10.1002/biot.202300407] [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: 08/11/2023] [Revised: 12/04/2023] [Accepted: 01/02/2024] [Indexed: 02/27/2024]
Abstract
Monitoring the stability of recombinant Chinese Hamster Ovary (CHO) cell lines is essential to ensure the selection of production cell lines suitable for biomanufacturing. It has been frequently observed that recombinant CHO cell lines develop phenotypic changes upon aging, such as accelerated cell growth in late generation cultures. However, the mechanism responsible for age-correlated changes is poorly understood. In this study, we investigated the molecular mechanisms underlying the age-correlated cell growth improvement in Pfizer's platform fed-batch production process, by examining multiple cell lines derived from different CHO expression systems, expressing a variety of monoclonal antibodies (mAbs). Comprehensive whole-genome resequencing analysis revealed duplication of a continuous 50.2 Mbp segment in chromosome 2 (Chr2) specific to clones that showed age-correlated growth change as compared to clones that did not exhibit age-correlated growth change. Moreover, such age- and growth-related Chr2 duplication was independent of the presence or type of recombinant monoclonal antibody expression. When we compared transcriptome profiles from low-growth and high-growth cell lines, we found that >95% of the genes overexpressed in high-growth cell lines were in the duplicated Chr2 segment. To the best of our knowledge, this is the first report of large genomic duplication, specific to Chr2, being associated with age-correlated growth change. Investigation of the cause-and-effect relationship between the genes identified in the duplicated regions and age-correlated growth change is underway. We are confident that this effort will lead to improved cell line screening and targeted rational cell line engineering efforts to develop cell lines with improved stability performance.
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Affiliation(s)
- Wei Wei
- Cell Line Development, Biotherapeutics Pharmaceutical Sciences, Pfizer Inc, Andover, Massachusetts, USA
| | - Laura Zielewicz
- Cell Line Development, Biotherapeutics Pharmaceutical Sciences, Pfizer Inc, Andover, Massachusetts, USA
| | - Lin Zhang
- Cell Line Development, Biotherapeutics Pharmaceutical Sciences, Pfizer Inc, Andover, Massachusetts, USA
- Bioprocess Research and Development, Merck & Co. Inc., Kenilworth, New Jersey, USA
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Xu Y, Crowe KB, Lieske PL, Barnes M, Bandara K, Chu J, Wei W, Scarcelli JJ, Zhang L. A high-fidelity, dual site-specific integration system in CHO cells by a Bxb1 recombinase. Biotechnol J 2024; 19:e2300410. [PMID: 38375559 DOI: 10.1002/biot.202300410] [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: 08/14/2023] [Revised: 11/16/2023] [Accepted: 12/06/2023] [Indexed: 02/21/2024]
Abstract
Site-specific integration (SSI) via recombinase mediated cassette exchange (RMCE) has shown advantages over random integration methods for expression of biotherapeutics. As an extension of our previous work developing SSI host cells, we developed a dual-site SSI system having two independent integration sites at different genomic loci, each containing a unique landing pad (LP). This system was leveraged to generate and compare two RMCE hosts, one (dFRT) compatible with the Flp recombinase, the other (dBxb1) compatible with the Bxb1 recombinase. Our comparison demonstrated that the dBxb1 host was able to generate stable transfectant pools in a shorter time frame, and cells within the dBxb1 transfectant pools were more phenotypically and genotypically stable. We further improved process performance of the dBxb1 host, resulting in desired fed batch performance attributes. Clones derived from this improved host (referred as 41L-11) maintained stable expression profiles over extended generations. While the data represents a significant improvement in the efficiency of our cell line development process, the dual LP architecture also affords a high degree of flexibility for development of complex protein modalities.
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Affiliation(s)
- Yifeng Xu
- Cell Line Development, Bioprocess R&D, Biotherapeutics Pharmaceutical Science, Pfizer Inc, Andover, Massachusetts, USA
| | - Kerstin B Crowe
- Cell Line Development, Bioprocess R&D, Biotherapeutics Pharmaceutical Science, Pfizer Inc, Andover, Massachusetts, USA
| | - Paulena L Lieske
- Cell Line Development, Bioprocess R&D, Biotherapeutics Pharmaceutical Science, Pfizer Inc, Andover, Massachusetts, USA
| | - Michael Barnes
- Cell Line Development, Bioprocess R&D, Biotherapeutics Pharmaceutical Science, Pfizer Inc, Andover, Massachusetts, USA
| | - Kalpanie Bandara
- Cell Line Development, Bioprocess R&D, Biotherapeutics Pharmaceutical Science, Pfizer Inc, Andover, Massachusetts, USA
| | - Jianlin Chu
- Cell Line Development, Bioprocess R&D, Biotherapeutics Pharmaceutical Science, Pfizer Inc, Andover, Massachusetts, USA
| | - Wei Wei
- Cell Line Development, Bioprocess R&D, Biotherapeutics Pharmaceutical Science, Pfizer Inc, Andover, Massachusetts, USA
| | - John J Scarcelli
- Cell Line Development, Bioprocess R&D, Biotherapeutics Pharmaceutical Science, Pfizer Inc, Andover, Massachusetts, USA
| | - Lin Zhang
- Cell Line Development, Bioprocess R&D, Biotherapeutics Pharmaceutical Science, Pfizer Inc, Andover, Massachusetts, USA
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Beal KM, Bandara KR, Ali SR, Sonak RG, Barnes MR, Scarcelli JJ, Zhang L. The impact of expression vector position on transgene transcription allows for rational expression vector design in a targeted integration system. Biotechnol J 2023; 18:e2300038. [PMID: 37272404 DOI: 10.1002/biot.202300038] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 05/09/2023] [Accepted: 05/31/2023] [Indexed: 06/06/2023]
Abstract
Site-specific integration (SSI) technology has emerged as an effective approach by the pharmaceutical industry for the development of recombinant Chinese hamster ovary (CHO) cell lines. While SSI systems have been demonstrated to be effective for the development of CHO cell lines, they can be limiting in terms of both transgene expression and in the case of multi-specifics, the ability to generate the correct product of interest. To maximize the performance of Pfizer's dual SSI expression system for expressing monoclonal and multi-specific antibodies, we used a novel approach to investigate the positional effect of transgenes within expression vectors by engineering nucleotide polymorphisms (NP)s to use as biomarkers to track the level of transcript output from each expression vector position. We observed differences in transcript level for two different transgenes across all four expression vector positions interrogated. We then applied these learnings to rationally design expression vectors for six different mAbs and a multi-specific antibody. We showed enhanced productivity and optimal product quality when compared to a conventional expression vector topology. The learnings gained here can potentially aid in the determination of optimal vector topologies for several IgG-like multi-specific formats.
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Affiliation(s)
- Kathryn M Beal
- Cell Line Development, Bioprocess R&D, Biotherapeutics Pharmaceutical Sciences, Pfizer Inc., Andover, Massachusetts, USA
| | - Kalpanie R Bandara
- Cell Line Development, Bioprocess R&D, Biotherapeutics Pharmaceutical Sciences, Pfizer Inc., Andover, Massachusetts, USA
| | - Syed R Ali
- Cell Line Development, Bioprocess R&D, Biotherapeutics Pharmaceutical Sciences, Pfizer Inc., Andover, Massachusetts, USA
| | - Renuka G Sonak
- Cell Line Development, Bioprocess R&D, Biotherapeutics Pharmaceutical Sciences, Pfizer Inc., Andover, Massachusetts, USA
| | - Michael R Barnes
- Cell Line Development, Bioprocess R&D, Biotherapeutics Pharmaceutical Sciences, Pfizer Inc., Andover, Massachusetts, USA
| | - John J Scarcelli
- Cell Line Development, Bioprocess R&D, Biotherapeutics Pharmaceutical Sciences, Pfizer Inc., Andover, Massachusetts, USA
| | - Lin Zhang
- Cell Line Development, Bioprocess R&D, Biotherapeutics Pharmaceutical Sciences, Pfizer Inc., Andover, Massachusetts, USA
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Lee JH, Kang HI, Kim S, Ahn YB, Kim H, Hong JK, Baik JY. NAD + supplementation improves mAb productivity in CHO cells via a glucose metabolic shift. Biotechnol J 2023; 18:e2200570. [PMID: 36717516 DOI: 10.1002/biot.202200570] [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: 11/08/2022] [Revised: 12/22/2022] [Accepted: 01/19/2023] [Indexed: 02/01/2023]
Abstract
Aerobic glycolysis and its by-product lactate accumulation are usually associated with adverse culture phenotypes such as poor cell viability and productivity. Due to the lack of knowledge on underlying mechanisms and accompanying biological processes, the regulation of aerobic glycolysis has been an ongoing challenge in culture process development for therapeutic protein productivity. Nicotinamide adenine dinucleotide (NAD+ ), a coenzyme and co-substrate in energy metabolism, promotes the conversion of inefficient glycolysis into an efficient oxidative phosphorylation (OXPHOS) pathway. However, the effect of NAD+ on Chinese hamster ovary (CHO) cells for biopharmaceutical production has not been reported yet. In this work, we aimed to elucidate the influence of NAD+ on cell culture performance by examining metabolic shifts and mAb productivity. The supplementation of NAD+ increased the intracellular concentration of NAD+ and promoted SIRT3 expression. Antibody titer and the specific productivity in the growth phase were improved by up to 1.82- and 1.88-fold, respectively, with marginal restrictions on cell growth. NAD+ significantly reduced the accumulation of reactive oxygen species (ROS) and the lactate yield from glucose, determined by lactate accumulation versus glucose consumption (YLAC/GLC ). In contrast, OXPHOS capacity and amino acid consumption rate increased substantially. Collectively, these results suggest that NAD+ contributes to improving therapeutic protein productivity in bioprocessing via inducing an energy metabolic shift.
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Affiliation(s)
- Ji Hwan Lee
- Department of Biological Sciences and Bioengineering, Inha University, Incheon, South Korea
| | - Hye-Im Kang
- Department of Biological Sciences and Bioengineering, Inha University, Incheon, South Korea
| | - Suheon Kim
- Department of Biological Sciences and Bioengineering, Inha University, Incheon, South Korea
| | - Yeong Bin Ahn
- Division of Biological Science and Technology, Yonsei University, Wonju, Gangwon-do, Republic of Korea
| | - Hagyeong Kim
- Department of Biological Sciences and Bioengineering, Inha University, Incheon, South Korea
| | - Jong Kwang Hong
- Division of Biological Science and Technology, Yonsei University, Wonju, Gangwon-do, Republic of Korea
| | - Jong Youn Baik
- Department of Biological Sciences and Bioengineering, Inha University, Incheon, South Korea
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Park JU, Han HJ, Baik JY. Energy metabolism in Chinese hamster ovary (CHO) cells: Productivity and beyond. KOREAN J CHEM ENG 2022. [DOI: 10.1007/s11814-022-1062-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Altamura R, Doshi J, Benenson Y. Rational design and construction of multi-copy biomanufacturing islands in mammalian cells. Nucleic Acids Res 2022; 50:561-578. [PMID: 34893882 PMCID: PMC8754653 DOI: 10.1093/nar/gkab1214] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 11/21/2021] [Accepted: 11/26/2021] [Indexed: 11/14/2022] Open
Abstract
Cell line development is a critical step in the establishment of a biopharmaceutical manufacturing process. Current protocols rely on random transgene integration and amplification. Due to considerable variability in transgene integration profiles, this workflow results in laborious screening campaigns before stable producers can be identified. Alternative approaches for transgene dosage increase and integration are therefore highly desirable. In this study, we present a novel strategy for the rapid design, construction, and genomic integration of engineered multiple-copy gene constructs consisting of up to 10 gene expression cassettes. Key to this strategy is the diversification, at the sequence level, of the individual gene cassettes without altering their protein products. We show a computational workflow for coding and regulatory sequence diversification and optimization followed by experimental assembly of up to nine gene copies and a sentinel reporter on a contiguous scaffold. Transient transfections in CHO cells indicates that protein expression increases with the gene copy number on the scaffold. Further, we stably integrate these cassettes into a pre-validated genomic locus. Altogether, our findings point to the feasibility of engineering a fully mapped multi-copy recombinant protein 'production island' in a mammalian cell line with greatly reduced screening effort, improved stability, and predictable product titers.
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Affiliation(s)
- Raffaele Altamura
- Department of Biosystems Science and Engineering, ETH Zurich, Mattenstrasse 26, Basel, 4058, Switzerland
| | - Jiten Doshi
- Department of Biosystems Science and Engineering, ETH Zurich, Mattenstrasse 26, Basel, 4058, Switzerland
| | - Yaakov Benenson
- Department of Biosystems Science and Engineering, ETH Zurich, Mattenstrasse 26, Basel, 4058, Switzerland
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Zeh N, Schlossbauer P, Raab N, Klingler F, Handrick R, Otte K. Cell line development for continuous high cell density biomanufacturing: Exploiting hypoxia for improved productivity. Metab Eng Commun 2021; 13:e00181. [PMID: 34401326 PMCID: PMC8348152 DOI: 10.1016/j.mec.2021.e00181] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 07/22/2021] [Accepted: 07/28/2021] [Indexed: 01/18/2023] Open
Abstract
Oxygen deficiency (hypoxia) induces adverse effects during biotherapeutic protein production leading to reduced productivity and cell growth. Hypoxic conditions occur during classical batch fermentations using high cell densities or perfusion processes. Here we present an effort to create novel engineered Chinese hamster ovary (CHO) cell lines by exploiting encountered hypoxic bioprocess conditions to reinforce cellular production capacities. After verifying the conservation of the hypoxia-responsive pathway in CHO cell lines by analyzing oxygen sensing proteins HIF1a, HIF1β and VDL, hypoxia-response-elements (HREs) were functionally analyzed and used to create hypoxia-responsive expression vectors. Subsequently engineered hypoxia sensitive CHO cell lines significantly induced protein expression (SEAP) during adverse oxygen limitation encountered during batch fermentations as well as high cell density perfusion processes (2.7 fold). We also exploited this novel cell system to establish a highly effective oxygen shift as innovative bioprocessing strategy using hypoxia induction to improve production titers. Thus, substantial improvements can be made to optimize CHO cell productivity for novel bioprocessing challenges as oxygen limitation, providing an avenue to establish better cell systems by exploiting adverse process conditions for optimized biotherapeutic production.
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Affiliation(s)
- Nikolas Zeh
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Biberach, Germany
| | - Patrick Schlossbauer
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Biberach, Germany
| | - Nadja Raab
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Biberach, Germany
| | - Florian Klingler
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Biberach, Germany
| | - René Handrick
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Biberach, Germany
| | - Kerstin Otte
- Institute of Applied Biotechnology, University of Applied Sciences Biberach, Biberach, Germany
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Whole Transcriptome Analysis: Implication to Estrous Cycle Regulation. BIOLOGY 2021; 10:biology10060464. [PMID: 34070240 PMCID: PMC8225199 DOI: 10.3390/biology10060464] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Revised: 05/14/2021] [Accepted: 05/17/2021] [Indexed: 02/07/2023]
Abstract
Simple Summary The databases of mRNA and non-coding-RNAs (miRNA, circRNA, lncRNA) in the ovary of Xinong Sannen goat were reported in this study. The differential expression of mRNA and non-coding RNAs were analyzed, and the comprehensive analysis of the four databases provided RNA networks that regulate estrous cycle, which is essential to improve reproduction. Abstract Estrous cycle is one of the placental mammal characteristics after sexual maturity, including estrus stage (ES) and diestrus stage (DS). Estrous cycle is important in female physiology and its disorder may lead to diseases, such as polycystic ovary syndrome, ovarian carcinoma, anxiety, and epilepsy. In the latest years, effects of non-coding RNAs and messenger RNA (mRNA) on estrous cycle have started to arouse much concern, however, a whole transcriptome analysis among non-coding RNAs and mRNA has not been reported. Here, we report a whole transcriptome analysis of goat ovary in estrus and diestrus periods. Estrus synchronization was conducted to induce the estrus phase and on day 32, the goats shifted into the diestrus stage. The ovary RNA of estrus and diestrus stages was respectively collected to perform RNA-sequencing. Then, the circular RNA (circRNA), microRNA (miRNA), long non-coding RNA (lncRNA), and mRNA databases of goat ovary were acquired, and the differential expressions between estrus and diestrus stages were screened to construct circRNA-miRNA-mRNA/lncRNA and lncRNA-miRNA/mRNA networks, thus providing potential pathways that are involved in the regulation of estrous cycle. Differentially expressed mRNAs, such as MMP9, TIMP1, 3BHSD, and PTGIS, and differentially expressed miRNAs that play key roles in the regulation of estrous cycle, such as miR-21-3p, miR-202-3p, and miR-223-3p, were extracted from the network. Our data provided the miRNA, circRNA, lncRNA, and mRNA databases of goat ovary and each differentially expressed profile between ES and DS. Networks among differentially expressed miRNAs, circRNAs, lncRNAs, and mRNAs were constructed to provide valuable resources for the study of estrous cycle and related diseases.
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