1
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Hilliard W, MacDonald ML, Lee KH. Chromosome-scale scaffolds for the Chinese hamster reference genome assembly to facilitate the study of the CHO epigenome. Biotechnol Bioeng 2020; 117:2331-2339. [PMID: 32410221 DOI: 10.1002/bit.27432] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2019] [Revised: 04/21/2020] [Accepted: 05/12/2020] [Indexed: 02/03/2023]
Abstract
The Chinese hamster genome serves as a reference genome for the study of Chinese hamster ovary (CHO) cells, the preferred host system for biopharmaceutical production. Recent re-sequencing of the Chinese hamster genome resulted in the RefSeq PICR meta-assembly, a set of highly accurate scaffolds that filled over 95% of the gaps in previous assembly versions. However, these scaffolds did not reach chromosome-scale due to the absence of long-range scaffolding information during the meta-assembly process. Here, long-range scaffolding of the PICR Chinese hamster genome assembly was performed using high-throughput chromosome conformation capture (Hi-C). This process resulted in a new "PICRH" genome, where 97% of the genome is contained in 11 mega-scaffolds corresponding to the Chinese hamster chromosomes (2n = 22) and the total number of scaffolds is reduced by three-fold from 1,830 scaffolds in PICR to 647 in PICRH. Continuity was improved while preserving accuracy, leading to quality scores higher than recent builds of mouse chromosomes and comparable to human chromosomes. The PICRH genome assembly will be an indispensable tool for designing advanced genetic engineering strategies in CHO cells and enabling systematic examination of genomic and epigenomic instability through comparative analysis of CHO cell lines on a common set of chromosomal coordinates.
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Affiliation(s)
- William Hilliard
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, Delaware
| | - Madolyn L MacDonald
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, Delaware
| | - Kelvin H Lee
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, Delaware
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2
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Slesarev A, Viswanathan L, Tang Y, Borgschulte T, Achtien K, Razafsky D, Onions D, Chang A, Cote C. CRISPR/CAS9 targeted CAPTURE of mammalian genomic regions for characterization by NGS. Sci Rep 2019; 9:3587. [PMID: 30837529 PMCID: PMC6401131 DOI: 10.1038/s41598-019-39667-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Accepted: 01/30/2019] [Indexed: 01/08/2023] Open
Abstract
The robust detection of structural variants in mammalian genomes remains a challenge. It is particularly difficult in the case of genetically unstable Chinese hamster ovary (CHO) cell lines with only draft genome assemblies available. We explore the potential of the CRISPR/Cas9 system for the targeted capture of genomic loci containing integrated vectors in CHO-K1-based cell lines followed by next generation sequencing (NGS), and compare it to popular target-enrichment sequencing methods and to whole genome sequencing (WGS). Three different CRISPR/Cas9-based techniques were evaluated; all of them allow for amplification-free enrichment of target genomic regions in the range from 5 to 60 fold, and for recovery of ~15 kb-long sequences with no sequencing artifacts introduced. The utility of these protocols has been proven by the identification of transgene integration sites and flanking sequences in three CHO cell lines. The long enriched fragments helped to identify Escherichia coli genome sequences co-integrated with vectors, and were further characterized by Whole Genome Sequencing (WGS). Other advantages of CRISPR/Cas9-based methods are the ease of bioinformatics analysis, potential for multiplexing, and the production of long target templates for real-time sequencing.
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Affiliation(s)
- Alexei Slesarev
- BioReliance Corp., 14920 Broschart Road, Rockville, MD, 20850, USA.
| | | | - Yitao Tang
- BioReliance Corp., 14920 Broschart Road, Rockville, MD, 20850, USA
| | | | | | - David Razafsky
- MilliporeSigma, 2909 Laclede Avenue, Saint Louis, MO, 63103, USA
| | - David Onions
- BioReliance Corp., 14920 Broschart Road, Rockville, MD, 20850, USA
| | - Audrey Chang
- BioReliance Corp., 14920 Broschart Road, Rockville, MD, 20850, USA
| | - Colette Cote
- BioReliance Corp., 14920 Broschart Road, Rockville, MD, 20850, USA
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3
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Vcelar S, Jadhav V, Melcher M, Auer N, Hrdina A, Sagmeister R, Heffner K, Puklowski A, Betenbaugh M, Wenger T, Leisch F, Baumann M, Borth N. Karyotype variation of CHO host cell lines over time in culture characterized by chromosome counting and chromosome painting. Biotechnol Bioeng 2018; 115:165-173. [PMID: 28921524 DOI: 10.1002/bit.26453] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Revised: 08/31/2017] [Accepted: 09/14/2017] [Indexed: 12/20/2022]
Abstract
Genomic rearrangements are a common phenomenon in rapidly growing cell lines such as Chinese hamster ovary (CHO) cells, a feature that in the context of production of biologics may lead to cell line and product instability. Few methods exist to assess such genome wide instability. Here, we use the population distribution of chromosome numbers per cell as well as chromosome painting to quantify the karyotypic variation in several CHO host cell lines. CHO-S, CHO-K1 8 mM glutamine, and CHO-K1 cells adapted to grow in media containing no glutamine were analyzed over up to 6 months in culture. All three cell lines were clearly distinguishable by their chromosome number distribution and by the specific chromosome rearrangements that were present in each population. Chromosome Painting revealed a predominant karyotype for each cell line at the start of the experiment, completed by a large number of variants present in each population. Over time in culture, the predominant karyotype changed for CHO-S and CHO-K1, with the diversity increasing and new variants appearing, while CHO-K1 0 mM Gln preferred chromosome pattern increased in percent of the population over time. As control, Chinese hamster lung fibroblasts were shown to also contain an increasing number of variants over time in culture.
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Affiliation(s)
- Sabine Vcelar
- Austrian Centre of Industrial Biotechnology, Graz, Austria
| | - Vaibhav Jadhav
- Austrian Centre of Industrial Biotechnology, Graz, Austria
| | - Michael Melcher
- Austrian Centre of Industrial Biotechnology, Graz, Austria.,University of Natural Resources and Life Sciences, Vienna, Austria
| | - Norbert Auer
- Austrian Centre of Industrial Biotechnology, Graz, Austria
| | - Astrid Hrdina
- Austrian Centre of Industrial Biotechnology, Graz, Austria
| | | | | | - Anja Puklowski
- Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach, Germany
| | | | - Till Wenger
- Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach, Germany
| | - Friedrich Leisch
- Austrian Centre of Industrial Biotechnology, Graz, Austria.,University of Natural Resources and Life Sciences, Vienna, Austria
| | - Martina Baumann
- Austrian Centre of Industrial Biotechnology, Graz, Austria.,University of Natural Resources and Life Sciences, Vienna, Austria
| | - Nicole Borth
- Austrian Centre of Industrial Biotechnology, Graz, Austria.,University of Natural Resources and Life Sciences, Vienna, Austria
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4
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Rupp O, MacDonald ML, Li S, Dhiman H, Polson S, Griep S, Heffner K, Hernandez I, Brinkrolf K, Jadhav V, Samoudi M, Hao H, Kingham B, Goesmann A, Betenbaugh MJ, Lewis NE, Borth N, Lee KH. A reference genome of the Chinese hamster based on a hybrid assembly strategy. Biotechnol Bioeng 2018; 115:2087-2100. [PMID: 29704459 PMCID: PMC6045439 DOI: 10.1002/bit.26722] [Citation(s) in RCA: 77] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Revised: 03/13/2018] [Accepted: 04/25/2018] [Indexed: 12/20/2022]
Abstract
Accurate and complete genome sequences are essential in biotechnology to facilitate genome‐based cell engineering efforts. The current genome assemblies for Cricetulus griseus, the Chinese hamster, are fragmented and replete with gap sequences and misassemblies, consistent with most short‐read‐based assemblies. Here, we completely resequenced C. griseus using single molecule real time sequencing and merged this with Illumina‐based assemblies. This generated a more contiguous and complete genome assembly than either technology alone, reducing the number of scaffolds by >28‐fold, with 90% of the sequence in the 122 longest scaffolds. Most genes are now found in single scaffolds, including up‐ and downstream regulatory elements, enabling improved study of noncoding regions. With >95% of the gap sequence filled, important Chinese hamster ovary cell mutations have been detected in draft assembly gaps. This new assembly will be an invaluable resource for continued basic and pharmaceutical research.
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Affiliation(s)
- Oliver Rupp
- Bioinformatics and Systems Biology, Justus-Liebig-University Giessen, Giessen, Germany
| | - Madolyn L MacDonald
- Department of Computer and Information Sciences, University of Delaware, Newark, Delaware.,Delaware Biotechnology Institute, Newark, Delaware
| | - Shangzhong Li
- Department of Bioengineering, University of California, San Diego, California.,Novo Nordisk Foundation Center for Biosustainability, University of California, San Diego, California
| | - Heena Dhiman
- Austrian Center of Industrial Biotechnology, Vienna, Austria.,Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, Austria
| | - Shawn Polson
- Department of Computer and Information Sciences, University of Delaware, Newark, Delaware.,Delaware Biotechnology Institute, Newark, Delaware
| | - Sven Griep
- Bioinformatics and Systems Biology, Justus-Liebig-University Giessen, Giessen, Germany
| | - Kelley Heffner
- Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland
| | - Inmaculada Hernandez
- Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, Austria
| | - Karina Brinkrolf
- Department of Biorescources, Fraunhofer Institute for Molecular Biology and Applied Ecology, Giessen, Germany
| | - Vaibhav Jadhav
- Austrian Center of Industrial Biotechnology, Vienna, Austria
| | - Mojtaba Samoudi
- Novo Nordisk Foundation Center for Biosustainability, University of California, San Diego, California.,Department of Pediatrics, University of California, San Diego, California
| | - Haiping Hao
- Johns Hopkins University Deep Sequencing and Microarray Core, Johns Hopkins University, Baltimore, Maryland
| | | | - Alexander Goesmann
- Bioinformatics and Systems Biology, Justus-Liebig-University Giessen, Giessen, Germany
| | - Michael J Betenbaugh
- Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland
| | - Nathan E Lewis
- Department of Bioengineering, University of California, San Diego, California.,Novo Nordisk Foundation Center for Biosustainability, University of California, San Diego, California.,Department of Pediatrics, University of California, San Diego, California
| | - Nicole Borth
- Austrian Center of Industrial Biotechnology, Vienna, Austria.,Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, Austria
| | - Kelvin H Lee
- Delaware Biotechnology Institute, Newark, Delaware.,Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, Delaware
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5
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Shridhar S, Klanert G, Auer N, Hernandez-Lopez I, Kańduła MM, Hackl M, Grillari J, Stralis-Pavese N, Kreil DP, Borth N. Transcriptomic changes in CHO cells after adaptation to suspension growth in protein-free medium analysed by a species-specific microarray. J Biotechnol 2017; 257:13-21. [DOI: 10.1016/j.jbiotec.2017.03.012] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2017] [Revised: 03/07/2017] [Accepted: 03/11/2017] [Indexed: 11/26/2022]
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6
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Dahodwala H, Sharfstein ST. The 'Omics Revolution in CHO Biology: Roadmap to Improved CHO Productivity. Methods Mol Biol 2017; 1603:153-168. [PMID: 28493129 DOI: 10.1007/978-1-4939-6972-2_10] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Increased understanding of Chinese hamster ovary (CHO) cell physiology has been ushered in upon availability of the parental CHO-K1 cell line genome. Free and openly accessible sequence information has complemented transcriptomic and proteomic studies. The previous decade has also seen an increase in sensitivity and accuracy of proteomic methods due to technology development. In this genomic era, high-throughput screening methods, sophisticated informatic tools, and models continually drive major innovations in cell line development and process engineering. This review describes the various achievements in 'omics techniques and their application to improve recombinant protein expression from CHO cell lines.
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Affiliation(s)
- Hussain Dahodwala
- Vaccine production program (VPP), VRC/NIAID/NIH, Gaithersburg, MD, 20878, USA
- SUNY Polytechnic Institute, 257 Fuller Road, Albany, NY, 12203, USA
| | - Susan T Sharfstein
- Vaccine production program (VPP), VRC/NIAID/NIH, Gaithersburg, MD, 20878, USA.
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7
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Ritter A, Voedisch B, Wienberg J, Wilms B, Geisse S, Jostock T, Laux H. Deletion of a telomeric region on chromosome 8 correlates with higher productivity and stability of CHO cell lines. Biotechnol Bioeng 2015; 113:1084-93. [DOI: 10.1002/bit.25876] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Revised: 10/01/2015] [Accepted: 10/28/2015] [Indexed: 12/12/2022]
Affiliation(s)
- Anett Ritter
- Novartis Institutes for BioMedical Research; Basel Switzerland
- Novartis Pharma AG; Integrated Biologics Profiling Unit; Werk Klybeck Postfach CH-4002 Basel Switzerland
| | - Bernd Voedisch
- Novartis Institutes for BioMedical Research; Basel Switzerland
| | | | - Burkhard Wilms
- Novartis Pharma AG; Integrated Biologics Profiling Unit; Werk Klybeck Postfach CH-4002 Basel Switzerland
| | - Sabine Geisse
- Novartis Institutes for BioMedical Research; Basel Switzerland
| | - Thomas Jostock
- Novartis Pharma AG; Integrated Biologics Profiling Unit; Werk Klybeck Postfach CH-4002 Basel Switzerland
| | - Holger Laux
- Novartis Pharma AG; Integrated Biologics Profiling Unit; Werk Klybeck Postfach CH-4002 Basel Switzerland
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8
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Jourdain P, Becq F, Lengacher S, Boinot C, Magistretti PJ, Marquet P. The human CFTR protein expressed in CHO cells activates aquaporin-3 in a cAMP-dependent pathway: study by digital holographic microscopy. J Cell Sci 2013; 127:546-56. [PMID: 24338365 DOI: 10.1242/jcs.133629] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
The transmembrane water movements during cellular processes and their relationship to ionic channel activity remain largely unknown. As an example, in epithelial cells it was proposed that the movement of water could be directly linked to cystic fibrosis transmembrane conductance regulator (CFTR) protein activity through a cAMP-stimulated aqueous pore, or be dependent on aquaporin. Here, we used digital holographic microscopy (DHM) an interferometric technique to quantify in situ the transmembrane water fluxes during the activity of the epithelial chloride channel, CFTR, measured by patch-clamp and iodide efflux techniques. We showed that the water transport measured by DHM is fully inhibited by the selective CFTR blocker CFTRinh172 and is absent in cells lacking CFTR. Of note, in cells expressing the mutated version of CFTR (F508del-CFTR), which mimics the most common genetic alteration encountered in cystic fibrosis, we also show that the water movement is profoundly altered but restored by pharmacological manipulation of F508del-CFTR-defective trafficking. Importantly, whereas activation of this endogenous water channel required a cAMP-dependent stimulation of CFTR, activation of CFTR or F508del-CFTR by two cAMP-independent CFTR activators, genistein and MPB91, failed to trigger water movements. Finally, using a specific small-interfering RNA against the endogenous aquaporin AQP3, the water transport accompanying CFTR activity decreased. We conclude that water fluxes accompanying CFTR activity are linked to AQP3 but not to a cAMP-stimulated aqueous pore in the CFTR protein.
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Affiliation(s)
- Pascal Jourdain
- Brain Mind Institute, Ecole Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
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9
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Kildegaard HF, Baycin-Hizal D, Lewis NE, Betenbaugh MJ. The emerging CHO systems biology era: harnessing the ‘omics revolution for biotechnology. Curr Opin Biotechnol 2013; 24:1102-7. [DOI: 10.1016/j.copbio.2013.02.007] [Citation(s) in RCA: 139] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2012] [Revised: 01/17/2013] [Accepted: 02/09/2013] [Indexed: 11/29/2022]
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10
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Characterization of the hamster genomic fragment cloned by TAR cloning technology with interspecific sequence information. Genes Genomics 2012. [DOI: 10.1007/s13258-012-0084-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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11
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Ambrogelly A, Liu YH, Li H, Mengisen S, Yao B, Xu W, Cannon-Carlson S. Characterization of antibody variants during process development: the tale of incomplete processing of N-terminal secretion peptide. MAbs 2012; 4:701-9. [PMID: 22932441 DOI: 10.4161/mabs.21614] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Monoclonal antibodies (mAbs) have emerged as one of the most important classes of biotherapeutics, although development of these molecules is long and arduous. A production cell line must be established, and growth conditions for the cells and purification processes for the product must be optimized. Integration of the appropriate analytical strategies in these activities is the cornerstone of Quality by Design and in-process control approaches are encouraged by the Food and Drug Administration. We report here the development of a reversed phase-high performance liquid chromatography (RP-HPLC) method to follow the presence of a mAb product-related variant observed during the purification process development. The variant eluted as a later peak on RP-HPLC, compared with the mAb control (3.25 min and 2.85 min, respectively). We isolated this hydrophobic variant and further analyzed it by mass spectrometry. We identified the variant as a mAb with an incompletely processed leader sequence attached to the N-terminus of one of the two heavy chains.
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12
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Wuest DM, Harcum SW, Lee KH. Genomics in mammalian cell culture bioprocessing. Biotechnol Adv 2012; 30:629-38. [PMID: 22079893 PMCID: PMC3718848 DOI: 10.1016/j.biotechadv.2011.10.010] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2011] [Revised: 09/20/2011] [Accepted: 10/30/2011] [Indexed: 12/14/2022]
Abstract
Explicitly identifying the genome of a host organism including sequencing, mapping, and annotating its genetic code has become a priority in the field of biotechnology with aims at improving the efficiency and understanding of cell culture bioprocessing. Recombinant protein therapeutics, primarily produced in mammalian cells, constitute a $108 billion global market. The most common mammalian cell line used in biologic production processes is the Chinese hamster ovary (CHO) cell line, and although great improvements have been made in titer production over the past 25 years, the underlying molecular and physiological factors are not well understood. Confident understanding of CHO bioprocessing elements (e.g. cell line selection, protein production, and reproducibility of process performance and product specifications) would significantly improve with a well understood genome. This review describes mammalian cell culture use in bioprocessing, the importance of obtaining CHO cell line genetic sequences, and the current status of sequencing efforts. Furthermore, transcriptomic techniques and gene expression tools are presented, and case studies exploring genomic techniques and applications aimed to improve mammalian bioprocess performance are reviewed. Finally, future implications of genomic advances are surmised.
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Affiliation(s)
- Diane M. Wuest
- Chemical Engineering and Delaware Biotechnology Institute, University of Delaware, 15 Innovation Way, Newark, DE 19711, USA
| | - Sarah W. Harcum
- Bioengineering, Clemson University, 301 Rhodes Research Center, Clemson, SC 29634, USA
| | - Kelvin H. Lee
- Chemical Engineering and Delaware Biotechnology Institute, University of Delaware, 15 Innovation Way, Newark, DE 19711, USA
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13
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Cao Y, Kimura S, Itoi T, Honda K, Ohtake H, Omasa T. Fluorescence in situ hybridization using bacterial artificial chromosome (BAC) clones for the analysis of chromosome rearrangement in Chinese hamster ovary cells. Methods 2011; 56:418-23. [PMID: 22100493 DOI: 10.1016/j.ymeth.2011.11.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2011] [Revised: 11/01/2011] [Accepted: 11/02/2011] [Indexed: 11/25/2022] Open
Abstract
Chromosome identification using Chinese hamster ovary (CHO) genomic bacterial artificial chromosome (BAC) clones has the potential to contribute to the analysis and understanding of chromosomal instability of CHO cell lines and to improve our understanding of chromosome organization during the establishment of recombinant CHO cells. Fluorescence in situ hybridization imaging using BAC clones as probes (BAC-FISH) can provide valuable information for the identification of chromosomes. In this study, we identified chromosomes and analyzed the chromosome rearrangement in CHO cells using BAC-FISH methods.
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Affiliation(s)
- Yihua Cao
- Department of Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka 565-0871, Japan
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14
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Cao Y, Kimura S, Itoi T, Honda K, Ohtake H, Omasa T. Construction of BAC-based physical map and analysis of chromosome rearrangement in chinese hamster ovary cell lines. Biotechnol Bioeng 2011; 109:1357-67. [DOI: 10.1002/bit.24347] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2011] [Revised: 09/25/2011] [Accepted: 10/11/2011] [Indexed: 01/09/2023]
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15
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Berrios J, Altamirano C, Osses N, Gonzalez R. Continuous CHO cell cultures with improved recombinant protein productivity by using mannose as carbon source: Metabolic analysis and scale-up simulation. Chem Eng Sci 2011. [DOI: 10.1016/j.ces.2011.03.011] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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16
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Hammond S, Swanberg JC, Kaplarevic M, Lee KH. Genomic sequencing and analysis of a Chinese hamster ovary cell line using Illumina sequencing technology. BMC Genomics 2011; 12:67. [PMID: 21269493 PMCID: PMC3038171 DOI: 10.1186/1471-2164-12-67] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2010] [Accepted: 01/26/2011] [Indexed: 11/20/2022] Open
Abstract
Background Chinese hamster ovary (CHO) cells are among the most widely used hosts for therapeutic protein production. Yet few genomic resources are available to aid in engineering high-producing cell lines. Results High-throughput Illumina sequencing was used to generate a 1x genomic coverage of an engineered CHO cell line expressing secreted alkaline phosphatase (SEAP). Reference-guided alignment and assembly produced 3.57 million contigs and CHO-specific sequence information for ~ 18,000 mouse and ~ 19,000 rat orthologous genes. The majority of these genes are involved in metabolic processes, cellular signaling, and transport and represent attractive targets for cell line engineering. Conclusions This demonstrates the applicability of next-generation sequencing technology and comparative genomic analysis in the development of CHO genomic resources.
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Affiliation(s)
- Stephanie Hammond
- Department of Chemical Engineering, University of Delaware, Newark, DE 19711, USA
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17
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Jacob NM, Kantardjieff A, Yusufi FNK, Retzel EF, Mulukutla BC, Chuah SH, Yap M, Hu WS. Reaching the depth of the Chinese hamster ovary cell transcriptome. Biotechnol Bioeng 2010; 105:1002-9. [PMID: 19882695 DOI: 10.1002/bit.22588] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
The high-throughput DNA sequencing Illumina Solexa GAII platform was employed to characterize the transcriptome of an antibody-producing Chinese hamster ovary (CHO) cell line. More than 55 million sequencing reads were generated and mapped to an existing set of CHO unigenes derived from expressed sequence tags (ESTs), as well as several public sequence databases. A very significant fraction of sequencing reads has not been previously seen. The frequency with which fragments of a unigene were sequenced was taken as an estimate of the abundance level of the corresponding transcripts. A wide dynamic range of transcript abundance levels was observed, spanning six orders of magnitude. However, the distribution of coverage across transcript lengths was found to vary, from relatively uniform to highly variable. This observation suggests that more challenges are yet to be resolved before direct sequencing can be used as a true quantitative measure of transcript level and for differential gene expression analysis. With the depth that high-throughput sequencing methods can reach, one can expect that the entire transcriptome of this industrially important organism will be decoded in the near future.
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Affiliation(s)
- Nitya M Jacob
- Department of Chemical Engineering and Materials Science, University of Minnesota, 421 Washington Ave. SE, Minneapolis, Minneapolis 55414-01232, USA
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19
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Birzele F, Schaub J, Rust W, Clemens C, Baum P, Kaufmann H, Weith A, Schulz TW, Hildebrandt T. Into the unknown: expression profiling without genome sequence information in CHO by next generation sequencing. Nucleic Acids Res 2010; 38:3999-4010. [PMID: 20194116 PMCID: PMC2896516 DOI: 10.1093/nar/gkq116] [Citation(s) in RCA: 87] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
The arrival of next-generation sequencing (NGS) technologies has led to novel opportunities for expression profiling and genome analysis by utilizing vast amounts of short read sequence data. Here, we demonstrate that expression profiling in organisms lacking any genome or transcriptome sequence information is feasible by combining Illumina’s mRNA-seq technology with a novel bioinformatics pipeline that integrates assembled and annotated Chinese hamster ovary (CHO) sequences with information derived from related organisms. We applied this pipeline to the analysis of CHO cells which were chosen as a model system owing to its relevance in the production of therapeutic proteins. Specifically, we analysed CHO cells undergoing butyrate treatment which is known to affect cell cycle regulation and to increase the specific productivity of recombinant proteins. By this means, we identified sequences for >13 000 CHO genes which added sequence information of ∼5000 novel genes to the CHO model. More than 6000 transcript sequences are predicted to be complete, as they covered >95% of the corresponding mouse orthologs. Detailed analysis of selected biological functions such as DNA replication and cell cycle control, demonstrated the potential of NGS expression profiling in organisms without extended genome sequence to improve both data quantity and quality.
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Affiliation(s)
- Fabian Birzele
- Department of Pulmonary Research, Group Genomics, Boehringer Ingelheim Pharma GmbH & Co KG, Birkendorferstrasse 67, 88397 Biberach an der Riss, Germany.
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Schaub J, Clemens C, Schorn P, Hildebrandt T, Rust W, Mennerich D, Kaufmann H, Schulz TW. CHO gene expression profiling in biopharmaceutical process analysis and design. Biotechnol Bioeng 2010; 105:431-8. [DOI: 10.1002/bit.22549] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
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21
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Omasa T, Cao Y, Park JY, Takagi Y, Kimura S, Yano H, Honda K, Asakawa S, Shimizu N, Ohtake H. Bacterial artificial chromosome library for genome-wide analysis of Chinese hamster ovary cells. Biotechnol Bioeng 2009; 104:986-94. [DOI: 10.1002/bit.22463] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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