Impact of process parameters on IgG glycosylation in CHO systems: a comprehensive quantitative analysis
ABSTRACT Controlling glycosylation, a critical quality attribute of biopharmaceuticals such as monoclonal antibodies, is essential, as it significantly influences biological activity and therapeutic efficacy. Although numerous studies have examined the impact of process parameters (PP, e.g. temperature, pH, dissolved oxygen) on glycosylation, the lack of standardized reporting makes cross-study comparisons challenging and prevents clear conclusions. Here, we systematically reviewed the literature and applied a normalized quantitative framework, the Glycan Indices approach, as a standardized quantitative criterion to evaluate the impact of process parameters on glycoform distribution in IgG-producing CHO cell systems objectively. This methodology enabled the integration and reinterpretation of large, heterogeneous datasets, validating some well-known patterns while providing novel perspectives about process parameters. Our analysis revealed that PP manipulations of pH, dissolved oxygen or CO2 partial pressure rarely resulted in meaningful shifts in glycosylation, with changes <5% observed for galactose, fucose, or N-acetylneuraminic acid content. In contrast, for several cases temperature and osmolality changes notably affected galactosylation (>10%) and fucosylation (1–10%), variations that may have significant biological consequences. To our knowledge, this is the first comprehensive quantitative assessment of process parameters effects on glycosylation, showing that such influences are consistently limited, independent of CHO cell line or culture mode. Based in our observations we strongly recommend reporting both glycan distribution and glycan indices when performing glycan analysis. Dual reporting facilitates inter-study comparisons and prevents subtle shifts in sugar moieties from being masked by glycan redistribution.
- Research Article
13
- 10.1038/s41598-021-82955-1
- Feb 9, 2021
- Scientific Reports
Cell surface heparan sulfate proteoglycan (HSPG)-mediated endocytosis results in poor yields of recombinant human bone morphogenetic proteins (rhBMPs) from CHO cell cultures. Upon incubation of rhBMP-2 and rhBMP-7 with CHO cells at 37 °C, both rhBMP-2 and rhBMP-7 bound to the cell surface HSPGs in CHO cells, but only rhBMP-2 was actively internalized into CHO cells. Cell surface HSPGs were found to serve as the main receptor for rhBMP-2 internalization. It was also found that the cell surface HSPG-mediated endocytosis of rhBMP-2 occurred through both the clathrin- and caveolin-dependent pathways. Blockage of rhBMP-2 internalization by the addition of structural analogs of HSPGs such as dextran sulfate (DS) and heparin dramatically increased rhBMP-2 production in recombinant CHO (rCHO) cell cultures. Compared to the control cultures, addition of DS (1.0 g/L) and heparin (0.2 g/L) resulted in a 22.0- and 19.0-fold increase in the maximum rhBMP-2 concentration, respectively. In contrast, the production of rhBMP-7, which was not internalized into the rCHO cells, did not dramatically increase upon addition of DS and heparin. Taken together, rhBMPs have a different fate in terms of HSPG-mediated internalization in CHO cells. HSPG-mediated endocytosis of each rhBMP should be understood individually to increase the rhBMP yield in rCHO cell cultures.
- Research Article
134
- 10.1002/(sici)1097-0290(19970920)55:6<890::aid-bit7>3.0.co;2-b
- Sep 20, 1997
- Biotechnology and Bioengineering
Metabolic engineering of N-linked oligosaccharide biosynthesis to produce novel glycoforms or glycoform distributions of a recombinant glycoprotein can potentially lead to an improved therapeutic performance of the glycoprotein product. Effective engineering of this pathway to maximize the fractions of beneficial glycoforms within the glycoform population of a target glycoprotein can be aided by a mathematical model of the N-linked glycosylation process. A mathematical model is presented here, whose main function is to calculate the expected qualitative trends in the N-linked oligosaccharide distribution resulting from changes in the levels of one or more enzymes involved in the network of enzyme-catalyzed reactions that accomplish N-linked oligosaccharide biosynthesis. It consists of mass balances for 33 different oligosaccharide species N-linked to a specified protein that is being transported through the different compartments of the Golgi complex. Values of the model parameters describing Chinese hamster ovary (CHO) cells were estimated from literature information. A basal set of kinetic parameters for the enzyme-catalyzed reactions acting on free oligosaccharide substrates was also obtained from the literature. The solution of the system for this basal set of parameters gave a glycoform distribution consisting mainly of complex-galactosylated oligosaccharides distributed in structures with different numbers of antennae in a fashion similar to that observed for various recombinant proteins produced in CHO cells. Other simulations indicate that changes in the oligosaccharide distribution could easily result from alteration in glycoprotein productivity within the range currently attainable in industry. The overexpression of N-acetylglucosaminyltransferase III in CHO cells was simulated under different conditions to test the main function of the model. These simulations allow a comparison of different strategies, such as simultaneous overexpression of several enzymes or spatial relocation of enzymes, when trying to optimize a particular glycoform distribution.
- Research Article
49
- 10.1016/0003-9861(69)90412-3
- May 1, 1969
- Archives of Biochemistry and Biophysics
Compositional patterns of sialofucohexosaminoglycans derived from rat brain glycoproteins
- Book Chapter
33
- 10.1007/978-94-011-5404-8_78
- Jan 1, 1997
Successful metabolic engineering of glycoform distribution to obtain a preferred glycoprotein product can be aided by a systems approach which considers the multiple input (enzyme and cosubstrate levels and localization-multiple output (glycoform distributions on multiple glycoproteins) nature of Oligosaccharide biosynthesis. Elements of such a systems approach now under development in our laboratories include a new mathematical framework for computer simulation of N-linked glycosylation which can be used to suggest effective glycosylation engineering strategies. Also, two-dimensional protein electrophoresis protocols for resolution of hundreds of Chinese hamster ovary (CHO) cell glycoproteins have been developed and applied to study global changes in Oligosaccharide modification in wild-type CHO and in an β-N-acetyl glucosaminyl transferase III (GnTIII)-expressing mutant CHO cell cultures. The action of GnTIII creates a bisected Oligosaccharide and reduces the in vitro activity of at least five other enzymes involved in the same glycosylation pathway, giving this enzyme an important role in controlling the biosynthesis of complex and hybrid Oligosaccharides. These studies show that many CHO glycoproteins are modified by the action of GnTIII.. Levels of several glycosyltransferases must be genetically modified in order to achieve certain glycoform distributions, such as altered patterns of Oligosaccharide branching. As an initial step towards cell Unes providing these capabilities, we have cloned GnTIII into a s-interferon (IFN-s) overproducing CHO cell line. Four individual clones produce a novel glycoform of recombinant human IFN-s containing Oligosaccharides which bind the lectin E-PHA and thus likely contain bisected structures.
- Research Article
1
- 10.1002/btpr.3365
- May 23, 2023
- Biotechnology progress
Recombinant proteins represent almost half of the top selling therapeutics-with over a hundred billion dollars in global sales-and their efficacy and safety strongly depend on glycosylation. In this study, we showcase a simple method to simultaneously analyze N-glycan micro- and macroheterogeneity of an immunoglobulin G (IgG) by quantifying glycan occupancy and distribution. Our approach is linear over a wide range of glycan and glycoprotein concentrations down to 25 ng/mL. Additionally, we present a case study demonstrating the effect of small molecule metabolic regulators on glycan heterogeneity using this approach. In particular, sodium oxamate (SOD) decreased Chinese hamster ovary (CHO) glucose metabolism and reduced IgG glycosylation by 40% through upregulating reactive oxygen species (ROS) and reducing the UDP-GlcNAc pool, while maintaining a similar glycan profile to control cultures. Here, we suggest glycan macroheterogeneity as an attribute should be included in bioprocess screening to identify process parameters that optimize culture performance without compromising antibody quality.
- Research Article
32
- 10.1002/bit.26375
- Sep 19, 2017
- Biotechnology and Bioengineering
One of the key quality attributes of monoclonal antibodies is the glycan pattern and distribution. Two terminal galactose residues typically represent a small fraction of the total glycans from antibodies. However, antibodies with defined glycosylation properties including enhanced galactosylation have been shown to exhibit altered properties for these important biomedical modalities. In this study, the disruption of two α-2,3 sialyltransferases (ST3GAL4 and ST3GAL6) from Chinese Hamster Ovary (CHO) cells was combined with protein engineering of the Fc region to generate an IgG containing 80% bigalactosylated and fucosylated (G2F) glycoforms. Expression of the same single amino acid mutant (F241A) IgG in CHO cells with a triple gene knockout of fucosyltransferase (FUT8) plus ST3GAL4 and ST3GAL6 lowered the galactosylation glycoprofile to 65% bigalactosylated G2 glycans. However, overexpression of IgGs with four amino acid substitutions recovered the G2 glycoform composition approximately 80%. Combining genome and protein engineering in CHO cells will provide a new antibody production platform that enables biotechnologists to generate glycoforms standards for specific biomedical and biotechnology applications.
- Research Article
- 10.18388/abp.1994_4768
- Mar 31, 1994
- Acta Biochimica Polonica
Changes in the content of N-acetylneuraminic acid in rat erythrocyte membranes at different stages of experimental tumour (Morris hepatoma 5123) development were examined. Its content was lowered on the 30th and 40th day after transplantation of the tumour cells, as compared to the results for normal healthy rats. As a result of the tumour growth, the content of N-acetylgalactosamine, galactose and mannose in rat erythrocyte membranes became lowered, whereas that of glucose remained unchanged. The content of fucose was raised at early stage of tumour growth, and remained at this high level till the 40th day of experiment.
- Dataset
- 10.22541/au.157550577.76346516
- Dec 5, 2019
- Authorea
Site-specific integration has emerged as a promising strategy for precise Chinese hamster ovary (CHO) cell line engineering and predictable cell line development. CRISPR/Cas9 with homology-directed repair (HDR) pathway enables precise integration of transgenes into target genomic sites. However, inherent recalcitrance to HDR-mediated targeted integration (TI) of transgenes results in low targeting efficiency, thus requires selection process to acquire targeted integrant in CHO cells. Here we explored several parameters that influence the targeting efficiency using the promoter-trap based single or double knock-in (KI) monitoring system. A simple change in the donor template design by adding sgRNA recognition sequences strongly increased KI efficiency by 2.9–36 fold depending on integration sites and culture mode, compared with conventional circular donor plasmids. Furthermore, sequential and simultaneous KI strategies enabled the generation of double KI populations about 1–4% without the need of additional enrichment processes. This simple optimized strategy not only allowed efficient CRISPR/Cas9-mediated TI in CHO cells but also paved the way for the applicability of multiplexed KIs in one experimental step without the requirement of sequential and independent CHO cell line development procedures.
- Research Article
13
- 10.1002/btpr.2316
- Jul 1, 2016
- Biotechnology Progress
Glycan distribution has been identified as a "critical quality attribute" for many biopharmaceutical products, including monoclonal antibodies. Consequently, determining quantitatively how process variables affect glycan distribution is important during process development to control antibody glycosylation. In this work, we assess the effect of six bioreactor process variables on the glycan distribution of an IgG1 produced in CHO cells. Our analysis established that glucose and glutamine media concentration, temperature, pH, agitation rate, and dissolved oxygen (DO) had small but significant effects on the relative percentage of various glycans. In addition, we assessed glycosylation enzyme transcript levels and intracellular sugar nucleotide concentrations within the CHO cells to provide a biological explanation for the observed effects on glycan distributions. From these results we identified a robust operating region, or design space, in which the IgG1 could be produced with a consistent glycan distribution. Since our results indicate that perturbations to bioreactor process variables will cause only small (even if significant) changes to the relative percentage of various glycans (<±1.5%)-changes that are too small to affect the bioactivity and efficacy of this IgG1 significantly-it follows that the glycan distribution obtained will be consistent even with relatively large variations in bioreactor process variables. However, for therapeutic proteins where bioactivity and efficacy are affected by small changes to the relative percentage of glycans, the same analysis would identify the manipulated variables capable of changing glycan distribution, and hence can be used to implement a glycosylation control strategy. © 2016 American Institute of Chemical Engineers Biotechnol. Prog., 32:1149-1162, 2016.
- Research Article
31
- 10.1007/s00253-012-4203-0
- Jun 20, 2012
- Applied Microbiology and Biotechnology
We previously reported that the expression of Bombyx mori 30Kc19 gene in CHO cells significantly improved both the production and sialylation of recombinant human EPO (rHuEPO) in adhesion culture mode. In this study, the effects of 30Kc19 expression and supplementation of 30Kc19 recombinant protein on the productivity and glycosylation pattern of rHuEPO were investigated in the serum-free suspension culture mode. Especially, glycosylation pattern was examined in detail using a quantitative MALDI-TOF MS method. The expression of 30Kc19 increased the EPO production by 2.5-folds and the host cells produced rHuEPO with more complex glycan structures and a larger content of sialic acid and fucose. The glycan structures of rHuEPO in the 30Kc19-expressing cell consisted of bi-, tri-, tetra-, and penta-antennary branching (35, 18, 33, and 14%, respectively), while the control cells produced predominantly bi-antennary branching (70%). About 53% of the glycans from rHuEPO in the 30Kc19-expressing cell was terminally sialylated, while no obvious sialylated glycan was found in the control cells. The percentage of fucosylated glycans from the 30Kc19-expressing cell culture was 77%, whereas only 61% of the glycans from the control cell were fucosylated glycans. We also examined whether these effects were observed when the recombinant 30Kc19 protein produced from Escherichia coli was supplemented into the culture medium for CHO cells. In the control cell line without the 30Kc19 gene, EPO production increased by 41.6% after the addition of 0.2mg/mL of the recombinant 30Kc19 protein to the culture medium. By the Western blot analysis after two-dimensional electrophoresis (2-DE) of isoforms of EPO, we confirmed that 30Kc19 enhanced the sialylation of EPO glycans. These results demonstrated that both 30Kc19 gene expression and the recombinant 30Kc19 protein addition enhanced rHuEPO productivity and glycosylation in suspension culture. In conclusion, the utilization of 30Kc19 in CHO cell culture holds great promise for use in the manufacturing of improved biopharmaceutical glycoproteins.
- Research Article
57
- 10.1021/bp970118s
- Jan 1, 1998
- Biotechnology Progress
Genetic engineering of oligosaccharide biosynthesis pathways in mammalian cells makes possible generation of new recombinant glycoproteins of potential importance in the biopharmaceutical industry. Most prior investigations of glycosylation engineering of secreted heterologous glycoproteins involve terminal steps of oligosaccharide biosynthesis. In particular, increasing the frequency of bisected structures within the glycoform distribution has not before been considered. A Chinese hamster ovary (CHO) cell line capable of producing bisected oligosaccharides on glycoproteins was created by overexpression of a recombinant N-acetylglucosaminyltransferase III (GnT-III). Interferon beta (IFN-beta) was chosen as a model and potential therapeutic secreted heterologous protein to demonstrate the effect of recombinant GnT-III-expression on product glycosylation. IFN-beta with bisected oligosaccharides was produced by the GnT-III-engineered CHO cells but not by the unmodified parental cell line.
- Research Article
48
- 10.1021/bp00025a004
- Jan 1, 1994
- Biotechnology Progress
Glycosylation heterogeneity in recombinant human tissue kallikrein (r-HuTK) produced by Chinese hamster ovary (CHO) cells from microcarrier culture and from a serum-free suspension cell recycle process has been compared. Significant differences in the degree of sialylation were observed in glycoform distribution and oligosaccharide heterogeneity. High-performance liquid chromatography with a pellicular anion-exchange column under low pH eluant conditions was used to characterize the number and types of N-linked complex type oligosaccharides present. The oligosaccharides were released by N-glycanase and, after reduction, were resolved into a number of peaks containing one, two, three, and four sialic acids with an additional subfractionation based on the nature of the antennary structure. The microcarrier process resulted in a reduced amount of sialylated oligosaccharide species as compared to the suspension cell process. Removal of sialic acid followed by chromatography of the asialooligosaccharides under high pH anion-exchange conditions indicated that the same antennary structures were present but in slightly different relative amounts. The oligosaccharide profiles are indicative of a highly complex array of microheterogeneity present, encompassing mono-, di-, tri-, and tetrasialylated complex type oligosaccharides.
- Research Article
113
- 10.1074/jbc.m412441200
- Mar 1, 2005
- The Journal of biological chemistry
Inherited prion diseases are linked to mutations in the prion protein (PrP) gene, which favor conversion of PrP into a conformationally altered, pathogenic isoform. The cellular mechanism by which this process causes neurological dysfunction is unknown. It has been proposed that neuronal death can be triggered by accumulation of PrP in the cytosol because of impairment of proteasomal degradation of misfolded PrP molecules retrotranslocated from the endoplasmic reticulum (Ma, J., Wollmann, R., and Lindquist, S. (2002) Science 298, 1781-1785). To test whether this neurotoxic mechanism is operative in inherited prion diseases, we evaluated the effect of proteasome inhibitors on the viability of transfected N2a cells and primary neurons expressing mouse PrP homologues of the D178N and nine octapeptide mutations. We found that the inhibitors caused accumulation of an unglycosylated, aggregated form of PrP exclusively in transfected N2a expressing PrP from the cytomegalovirus promoter. This form contained an uncleaved signal peptide, indicating that it represented polypeptide chains that had failed to translocate into the ER lumen during synthesis, rather than retrogradely translocated PrP. Quantification of N2a viability in the presence of proteasome inhibitors demonstrated that accumulation of this form was not toxic. No evidence of cytosolic PrP was found in cerebellar granule neurons from transgenic mice expressing wild-type or mutant PrPs from the endogenous promoter, nor were these neurons more susceptible to proteasome inhibitor toxicity than neurons from PrP knock-out mice. Our analysis fails to confirm the previous observation that mislocation of PrP in the cytosol is neurotoxic, and argues against the hypothesis that perturbation of PrP metabolism through the proteasomal pathway plays a pathogenic role in prion diseases.
- Research Article
72
- 10.1002/biot.201700234
- Feb 12, 2018
- Biotechnology Journal
For several decades, glycoprotein biologics have been successfully produced from Chinese hamster ovary (CHO) cells. The therapeutic efficacy and potency of glycoprotein biologics are often dictated by their post-translational modifications, particularly glycosylation, which unlike protein synthesis, is a non-templated process. Consequently, both native and recombinant glycoprotein production generate heterogeneous mixtures containing variable amounts of different glycoforms. Stability, potency, plasma half-life, and immunogenicity of the glycoprotein biologic are directly influenced by the glycoforms. Recently, CHO cells have also been explored for production of therapeutic glycosaminoglycans (e.g., heparin), which presents similar challenges as producing glycoproteins biologics. Approaches to controlling heterogeneity in CHO cells and directing the biosynthetic process toward desired glycoforms are not well understood. A systems biology approach combining different technologies is needed for complete understanding of the molecular processes accounting for this variability and to open up new venues in cell line development. In this review, we describe several advances in genetic manipulation, modeling, and glycan and glycoprotein analysis that together will provide new strategies for glycoengineering of CHO cells with desired or enhanced glycosylation capabilities.
- Research Article
84
- 10.1002/bit.26960
- Mar 21, 2019
- Biotechnology and Bioengineering
Exerting control over the glycan moieties of antibody therapeutics is highly desirable from a product safety and batch-to-batch consistency perspective. Strategies to improve antibody productivity may compromise quality, while interventions for improving glycoform distribution can adversely affect cell growth and productivity. Process design therefore needs to consider the trade-off between preserving cellular health and productivity while enhancing antibody quality. In this work, we present a modeling platform that quantifies the impact of glycosylation precursor feeding - specifically that of galactose and uridine - on cellular growth, metabolism as well as antibody productivity and glycoform distribution. The platform has been parameterized using an initial training data set yielding an accuracy of ±5% with respect to glycoform distribution. It was then used to design an optimized feeding strategy that enhances the final concentration of galactosylated antibody in the supernatant by over 90% compared with the control without compromising the integral of viable cell density or final antibody titer. This work supports the implementation of Quality by Design towards higher-performing bioprocesses.