scholarly journals CHOmpact: a reduced metabolic model of Chinese hamster ovary cells with enhanced interpretability

2021 ◽  
Author(s):  
Ioscani Jimenez del Val ◽  
Sarantos Kyriakopoulos ◽  
Simone Albrecht ◽  
Henning Stöckmann ◽  
Pauline M Rudd ◽  
...  

Metabolic modelling has emerged as a key tool for the characterisation of biopharmaceutical cell culture processes. Metabolic models have also been instrumental in identifying genetic engineering targets and developing feeding strategies that optimise the growth and productivity of Chinese hamster ovary (CHO) cells. Despite their success, metabolic models of CHO cells still present considerable challenges. Genome scale metabolic models (GeMs) of CHO cells are very large (>6000 reactions) and are, therefore, difficult to constrain to yield physiologically consistent flux distributions. The large scale of GeMs also makes interpretation of their outputs difficult. To address these challenges, we have developed CHOmpact, a reduced metabolic network that encompasses 101 metabolites linked through 144 reactions. Our compact reaction network allows us to deploy multi-objective optimisation and ensure that the computed flux distributions are physiologically consistent. Furthermore, our CHOmpact model delivers enhanced interpretability of simulation results and has allowed us to identify the mechanisms governing shifts in the anaplerotic consumption of asparagine and glutamate as well as an important mechanism of ammonia detoxification within mitochondria. CHOmpact, thus, addresses key challenges of large-scale metabolic models and, with further development, will serve as a platform to develop dynamic metabolic models for the control and optimisation of biopharmaceutical cell culture processes.

2018 ◽  
Author(s):  
Ganglong Yang ◽  
Yingwei Hu ◽  
Shisheng Sun ◽  
Chuanzi Ouyang ◽  
Weiming Yang ◽  
...  

AbstractThe Chinese hamster ovary (CHO) cell line is a major expression system for the production of therapeutic proteins, the majority of which are glycoproteins, such as antibodies and erythropoietin (EPO). The characterization of the glycosylation profiles is critical to understand the important role of glycosylation on therapeutic glycoproteins from CHO cells. In this study, a large scale glycoproteomic workflow was established and applied to CHO-K1 cells expressing EPO. The workflow includes enrichment of intact glycopeptides from CHO-K1 cell lysate and medium using hydrophilic enrichment, fractionation of the obtained intact glycopeptides (IGPs) by basic reversed phase liquid chromatography (bRPLC), analyzing the glycopeptides using LC-MS/MS, and annotating the results by GPQuest 2.0. A total of 10,338 N-linked glycosite-containing IGPs were identified, representing 1,162 unique glycosites in 530 glycoproteins, including 71 unique atypical N-linked IGPs on 18 atypical N-glycosylation sequons with an overrepresentation of the N-X-C motifs. Moreover, we compared the glycoproteins from CHO cell lysate with those from medium using the in-depth N-linked glycoproteome data. The obtained large scale glycoproteomic data from intact N-linked glycopeptides in this study is complementary to the genomic, proteomic, and N-linked glycomic data previously reported for CHO cells. Our method has the potential to accelerate the production of recombinant therapeutic glycoproteins.


Author(s):  
Shazid Md. Sharker ◽  
Md. Atiqur Rahman

Most of clinical approved protein-based drugs or under in clinical trial have a profound impact in the treatment of critical diseases. The mammalian eukaryotic cells culture approaches, particularly the CHO (Chinese Hamster Ovary) cells are mainly used in the biopharmaceutical industry for the mass-production of therapeutic protein. Recent advances in CHO cell bioprocessing to yield recombinant proteins and monoclonal antibodies have enabled the expression of quality protein. The developments of cell lines are possible to upgrade specific productivity. As a result, it holds an interesting area for academic as well as industrial researchers around the world. This review will concentrate on the recent progress of the mammalian CHO cells culture technology and the future scope of further development for the mass-production of protein therapeutics.


1995 ◽  
Vol 13 (4) ◽  
pp. 389-392 ◽  
Author(s):  
Michael Zang ◽  
Helmut Trautmann ◽  
Christine Gandor ◽  
Ferruccio Messi ◽  
Fred Asselbergs ◽  
...  

1984 ◽  
Vol 4 (1) ◽  
pp. 173-180 ◽  
Author(s):  
S W Stanfield ◽  
D R Helinski

Small polydisperse circular (spc) DNA was isolated and cloned, using BglII from Chinese hamster ovary (CHO) cells. The properties of 47 clones containing at least 43 different BglII fragments are reported. The majority of the clones probably contain entire sequences from individual spcDNA molecules. Most of the clones were homologous to sequences in CHO cell chromosomal DNA, and many were also homologous to mouse LMTK- cell chromosomal sequences. The majority of homologous CHO cell chromosomal sequences were repetitive, although a few may be single copy. Only a small fraction of cloned spcDNA molecules were present in every cell; most occurred less frequently than once in 15 cells. Localization studies indicated that at least a portion of spcDNA is associated with the nucleus in CHO cells.


1993 ◽  
Vol 264 (6) ◽  
pp. L598-L605
Author(s):  
B. Warner ◽  
R. Papes ◽  
M. Heile ◽  
D. Spitz ◽  
J. Wispe

Manganese superoxide dismutase (Mn SOD) is an important component of antioxidant defense in aerobic cells because of its location in the mitochondria, a significant source of oxygen radicals and an important target of oxidant injury. To test the hypothesis that increased mitochondrial Mn SOD protects from oxidant injury, Chinese hamster ovary (CHO) cells were transfected with a eukaryotic expression vector containing the human Mn SOD cDNA. In recombinant CHO cells, Mn SOD activity was increased threefold over wild-type controls. Acute survival during paraquat exposure (0–500 microM) was significantly improved in CHO cells expressing human Mn SOD, with 71% of recombinant CHO cells surviving at the 50% lethal dose (LD50) for wild-type CHO controls. Cell growth following exposure to paraquat (100 microM) was also significantly improved in recombinant CHO cells. CHO cells expressing human Mn SOD continued to grow and divide after paraquat exposure, whereas growth of wild-type CHO cells was negligible. Protection against oxidant-induced injury was directly related to increased Mn SOD, occurring in the absence of changes in other antioxidant enzymes including catalase, Cu,Zn SOD, and glutathione associated cellular antioxidant mechanisms. We conclude that increased expression of human Mn SOD in vitro directly confers protection against oxidant injury.


1977 ◽  
Vol 73 (1) ◽  
pp. 200-205 ◽  
Author(s):  
A S Weissfeld ◽  
H Rouse

When exponentially growing CHO cells were deprived of arginine (Arg), cell multiplication ceased after 12 h, but initiation of DNA synthesis continued: after 48 h of starvation with continuous [3H]thymidine exposure, 85% of the population had incorporated label, as detected autoradiographically. Consideration of the distribution of exponential cells in the various cell cycle phases leads to a calculation that most cells in G1 at the time that Arg was removed, as well as those in S, engaged in some DNA synthesis during starvation. In contrast, isoleucine (Ile)-starved cells did not initiate DNA synthesis, as has been reported by others. Experiments with cells synchronized by mitotic selection confirmed this difference in Arg- and Ile- deprived behavior, but also showed that cells which underwent the mitosis leads to G1 transition during Arg starvation remained arrested in G1 (G0?). The results suggest that Arg-deprived cells continue to maintain some proliferative function(s) while Ile-deprived cells do not.


1987 ◽  
Vol 105 (6) ◽  
pp. 2713-2721 ◽  
Author(s):  
D J Yamashiro ◽  
F R Maxfield

Acidification of endocytic compartments is necessary for the proper sorting and processing of many ligands and their receptors. Robbins and co-workers have obtained Chinese hamster ovary (CHO) cell mutants that are pleiotropically defective in endocytosis and deficient in ATP-dependent acidification of endosomes isolated by density centrifugation (Robbins, A. R., S. S. Peng, and J. L. Marshall. 1983. J. Cell Biol. 96:1064-1071; Robbins, A. R., C. Oliver, J. L. Bateman, S. S. Krag, C. J. Galloway, and I. Mellman. 1984. J. Cell Biol. 99:1296-1308). In this and the following paper (Yamashiro, D. J., and F. R. Maxfield. 1987. J. Cell Biol. 105:2723-2733) we describe detailed studies of endosome acidification in the mutant and wild-type CHO cells. Here we describe a new microspectrofluorometry method based on changes in fluorescein fluorescence when all cellular compartments are equilibrated to the same pH value. Using this method we measured the pH of endocytic compartments during the first minutes of endocytosis. We found in wild-type CHO cells that after 3 min, fluorescein-labeled dextran (F-Dex) was in endosomes having an average pH of 6.3. By 10 min, both F-Dex and fluorescein-labeled alpha 2-macroglobulin (F-alpha 2M) had reached acidic endosomes having an average pH of 6.0 or below. In contrast, endosome acidification in the CHO mutants DTG 1-5-4 and DTF 1-5-1 was markedly slowed. The average endosomal pH after 5 min was 6.7 in both mutant cell lines. At least 15 min was required for F-Dex and F-alpha 2M to reach an average pH of 6.0 in DTG 1-5-4. Acidification of early endocytic compartments is defective in the CHO mutants DTG 1-5-4 and DTF 1-5-1, but pH regulation of later compartments on both the recycling pathway and lysosomal pathway is nearly normal. The properties of the mutant cells suggest that proper functioning of pH regulatory mechanisms in early endocytic compartments is critical for many pH-mediated processes of endocytosis.


1981 ◽  
Vol 1 (3) ◽  
pp. 208-215 ◽  
Author(s):  
M Longiaru ◽  
M S Horwitz

Chinese hamster ovary (CHO) cells infected with adenovirus type 2 (Ad2) produced amounts of viral deoxyribonucleic acid (DNA) equal to that synthesized in permissively infected HeLa cells. However, there was 6,000-fold less virion produced in CHO cells. Since the structural viral polypeptides were not detected by pulse-labeling CHO cells at various times postinfection, the block in virion formation is located between the synthesis of viral DNA and late proteins. Extracts of CHO cells could also function in a recently reported in vitro Ad2 DNA synthesis system which is dependent upon the addition of exogenous Ad2 DNA covalently linked to a 5'-terminal protein (Ikeda et al., Proc. Natl. Acad. Sci. U.S.A. 77:5827-5831, 1980). Extracts of infected CHO cytoplasm were able to complement uninfected CHO nuclear extracts to synthesize viral DNA on Ad2 templates. This in vitro replication system has the potential to probe host DNA synthesis requirements as well as viral factors.


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