scholarly journals Mathematical model of the multi-amino acid multi-transporter system predicts uptake flux in CHO cells

2021 ◽  
Author(s):  
Ashley Sreejan ◽  
Mugdha Gadgil ◽  
Chetan J. Gadgil

AbstractChinese hamster ovary (CHO) cells express several amino acid (AA) transporters including uniporters and exchangers. Each transporter transports multiple AAs, making prediction of the effect of changed medium composition or transporter levels on individual AA transport rate challenging. A general kinetic model and a simplified analytical expression for the uptake rate is presented. A CHO cell-specific AA transport model, to our knowledge the first such network model for any cell type, is constructed. The model is validated by its prediction of reported uptake flux and amino acid inter-dependencies from experiments that were not used in model construction or parameter estimation. The model defines theoretical conditions for synergistic/repressive effect on the uptake rates of other AAs upon external addition of one AA. This model will help formulate testable hypotheses of the effect of process changes on AA initial uptake, and serve as the AA transport component of kinetic models for cellular metabolism.

2021 ◽  
Vol 22 (10) ◽  
pp. 5218
Author(s):  
Tomu Kamijo ◽  
Takahiro Kaido ◽  
Masahiro Yoda ◽  
Shinpei Arai ◽  
Kazuyoshi Yamauchi ◽  
...  

We identified a novel heterozygous hypofibrinogenemia, γY278H (Hiroshima). To demonstrate the cause of reduced plasma fibrinogen levels (functional level: 1.12 g/L and antigenic level: 1.16 g/L), we established γY278H fibrinogen-producing Chinese hamster ovary (CHO) cells. An enzyme-linked immunosorbent assay demonstrated that synthesis of γY278H fibrinogen inside CHO cells and secretion into the culture media were not reduced. Then, we established an additional five variant fibrinogen-producing CHO cell lines (γL276P, γT277P, γT277R, γA279D, and γY280C) and conducted further investigations. We have already established 33 γ-module variant fibrinogen-producing CHO cell lines, including 6 cell lines in this study, but only the γY278H and γT277R cell lines showed disagreement, namely, recombinant fibrinogen production was not reduced but the patients’ plasma fibrinogen level was reduced. Finally, we performed fibrinogen degradation assays and demonstrated that the γY278H and γT277R fibrinogens were easily cleaved by plasmin whereas their polymerization in the presence of Ca2+ and “D:D” interaction was normal. In conclusion, our investigation suggested that patient γY278H showed hypofibrinogenemia because γY278H fibrinogen was secreted normally from the patient’s hepatocytes but then underwent accelerated degradation by plasmin in the circulation.


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.


1990 ◽  
Vol 10 (10) ◽  
pp. 5160-5165
Author(s):  
S Ahmad ◽  
R Ahuja ◽  
T J Venner ◽  
R S Gupta

A major cellular protein (P2; approximately 70 kilodaltons) which is altered in Chinese hamster ovary (CHO) cell mutants resistant to the microtubule inhibitors colchicine and podophyllotoxin has been shown to correspond to the constitutive form of the 70-kilodalton heat shock protein (hsc70). The inference that P2 and hsc70 are the same protein is based on the following observations: (i) migration of P2 in two-dimensional polyacrylamide gels in the same position as that reported for hsc70; (ii) cross-reactivity of a monoclonal antibody which reacts with both the constitutive and induced forms of hsp70 with the P2 spot from wild-type CHO cells and with both P2 and a mutant form of P2 in a CHO cell mutant; (iii) specific reactivity of a polyclonal antibody to P2 with both the constitutive and heat-induced forms of hsp70 in human cells; (iv) identical immunofluorescent staining of dot/patchlike structures with both P2 and hsp70 antibodies in human and CHO cells; and (v) a cDNA clone for hsc70 has been isolated and sequenced from wild-type CHO cells. The in vitro transcription and translation product of this cDNA has been shown to comigrate with the P2 protein spot in two-dimensional gels, indicating their identity. The fact that there is an alteration in hsc70 in mutants resistant to antimitotic drugs suggests a role for this protein in the in vivo assembly and function of microtubules.


1988 ◽  
Vol 8 (8) ◽  
pp. 3476-3486 ◽  
Author(s):  
L Claesson-Welsh ◽  
A Eriksson ◽  
A Morén ◽  
L Severinsson ◽  
B Ek ◽  
...  

The structure of the human receptor for platelet-derived growth factor (PDGF) has been deduced through cDNA cloning. A 5.45-kilobase-pair cDNA clone predicts a 1,106-amino-acid polypeptide, including the cleavable signal sequence. The overall amino acid sequence similarity with the murine PDGF receptor is 85%. After transcription of the cDNA and translation in vitro, a PDGF receptor antiserum was used to immunoprecipitate a product of predicted size, which also could be phosphorylated in vitro. Stable introduction of the cDNA into Chinese hamster ovary (CHO) cells led to the expression of a 190-kilodalton component, which was immunoprecipitated by the PDGF receptor antiserum; this most probably represents the mature PDGF receptor. Binding assays with different 125I-labeled dimeric forms of PDGF A and B chains showed that the PDGF receptor expressed in CHO cells bound PDGF-BB and, to a lesser extent, PDGF-AB, but not PDGF-AA.


1980 ◽  
Vol 152 (2) ◽  
pp. 377-390 ◽  
Author(s):  
J I Ravdin ◽  
B Y Croft ◽  
R L Guerrant

Cinemicrography of Entamoeba histolytica destruction of Chinese hamster ovary (CHO) cells shows that ameba cytopathogenicity consists of separate components: a contact-dependent cytolethal effect, and phagocytosis. Cells not in contact with amebae remain intact. Quantitation of ameba destruction of CHO cells by applying the one-hit hypothesis confirms that the cytoethal effect of amebae is contact dependent. Studies with 111Indium oxine-labeled cells provide further evidence of extracellular killing by E. histolytica and indicate that > 94% of the target cells are killed before phagocytosis. When we examined for a cytotoxin release by E. histolytica, we found no effect on CHO cells with filtrates of amebae, and a nonspecific effect of cell rounding and release with sonicates of amebae. The ameba sonicate effect was time-dose dependent, was not cytolethal, was reversible, and was inhibited by alpha II macroglobulin. Cytochalasin B altered ameba motility and morphology, and monolayer experiments confirmed that cytochalasins A, B, or D inhibited CHO cell destruction by E. histolytica. Cytochalasin D also inhibited extracellular killing of CHO cells by amebae in pellets, apparently independent of effects on ameba motility or phagocytosis. Colchicine and vinblastine, alone or in combination with cytochalasin D, did not inhibit E. histolytica cytopathogenicity, which indicates that microtubule function is not required for target cell killing by amebae.


1996 ◽  
Vol 313 (3) ◽  
pp. 991-996 ◽  
Author(s):  
Michael R. NARKEWICZ ◽  
S. David SAULS ◽  
Susan S. TJOA ◽  
Cecilia TENG ◽  
Paul V. FENNESSEY

Serine hydroxymethyltransferase (SHMT) is the primary enzyme in the interconversion of serine and glycine. The roles of mitochondrial and cytosolic SHMT in the interconversion of serine and glycine were determined in two Chinese hamster ovary (CHO) cell lines that both contain cytosolic SHMT but either have (CHOm+) or lack (CHOm-) mitochondrial SHMT. Mitochondrial SHMT activity was significantly reduced in CHOm- (0.24±0.11 nmol/min per mg of mitochondrial protein) compared with CHOm+ (3.21±0.66 nmol/min per mg of mitochondrial protein; P = 0.02) cells, whereas cytosolic SHMT activity was similar in CHOm- and CHOm+ cells (1.09±0.31 and 1.53±0.12 nmol/min per mg of cytosolic protein respectively; P = 0.57). In CHOm+ and CHOm- cells, the relative flux of glycine to serine measured with either [1-13C]- or [2-13C]-glycine was similar (CHOm-: 538±82 nmol/24 per mg of DNA; CHOm+: 616±88 nmol/24 h per mg of DNA; P = 0.42). In contrast, the relative flux of serine to glycine measured with [1-13C]serine was low in CHOm- cells (80±28 nmol/24 h per mg of DNA) compared with CHOm+ cells (3080±320 nmol/24 h per mg of DNA; P = 0.0001). The rate of glycine production determined by UA-2[1-13C]glycine dilution was lower in CHOm- (1200±200 nmol/24 h per mg of DNA) than CHOm+ (10200±1800 nmol/24 h per mg of DNA; P = 0.03) cells, whereas glycine utilization was similar in the two cell lines. Serine production was similar in the two cell lines but serine utilization was lower in CHOm- (3800±1200 μmol/24 h per mg of DNA) than CHOm+ (6600±1000 nmol/24 h per mg of DNA; P = 0.0002) cells. Increasing the serine concentration in the medium resulted in an increase in glycine production in CHOm+ but not in CHOm- cells. Intracellular studies with [1-13C]serine confirm the findings of decreased glycine production from serine. In CHO cells there is partitioning of intracellular serine and glycine metabolism. Our data support the hypothesis that mitochondrial SHMT is the primary pathway for serine into glycine interconversion.


2019 ◽  
Author(s):  
Bergthor Traustason

SummaryMajority of biopharmaceutical drugs today are produced by Chinese hamster ovary (CHO) cells, which have been the standard industry host for the past decades. To produce and secrete a substantial amount of the target recombinant proteins the CHO cells must be provided with suitable growth conditions and provided with the necessary nutrients. Amino acids play a key role in this as the building blocks of proteins, playing important roles in a large number of metabolic pathways and being important sources of nitrogen as well as carbon under certain conditions. In this study exploratory analysis of the amino acid requirements of CHO cells was carried out using metabolic modelling approaches. Flux balance analysis was employed to evaluate the optimal distribution of fluxes in a genome-scale model of CHO cells to gain information on the cells’ metabolic response in silico.The results showed that providing non-essential amino acids (NEAAs) has a positive effect on CHO cell biomass production and that cysteine as well as tyrosine play a fundamental role in this. This implies that extracellular provision of NEAAs limits the extent of energy loss in amino acid biosynthetic pathways and renders additional reducing power available for other biological processes. Detailed analysis of the possible secretion and uptake of D-serine in the CHO model was also performed and its influence on the rest of the metabolism mapped out, which revealed results matching various existing literature. This is interesting since no mention of D-serine in regard to CHO cells was found in current literature, as well as the fact that this opens up the possibility of using the model for better understanding of certain disorders in higher up organisms that have been implicated with D-serine, such as motor neuron and cognitive degeneration. Finally, outcome from the model optimisation of different recombinant proteins demonstrated clearly how the difference in protein structure and size can influence the production outcome. These results show that systematic and model-based approaches have great potential for broad de novo exploration as well as being able to handle the cellular burden associated with the production of different types of recombinant protein.


Blood ◽  
2008 ◽  
Vol 112 (11) ◽  
pp. 4082-4082
Author(s):  
Alfred Weber ◽  
Eva Minibeck ◽  
Peter L. Turecek ◽  
Hartmut J. Ehrlich ◽  
Hans Peter Schwarz

Abstract rVWF expressed in Chinese hamster ovary (CHO) cells can be hardly distinguished from pdVWF. This holds true for the primary amino acid sequence and for posttranslational modifications including N- and O-linked glycans. However, because CHO cells lack a a2,6-sialyltransferase, the enzyme attaching N-acetylneuraminic acid (Neu5Ac) in a a2,6- linkage to the galactose residues of complex N-glycans, Neu5Ac will be found in CHO-cell derived glycoproteins only in a2,3-linkage. We used this minute difference in glycosylation to develop a lectin-based immunoassay that allows the selective measurement of human rVWF in human plasma based on the lack of a2,6-bound Neu5Ac on rVWF. At equal VWF:Ag concentrations, mixtures of rVWF and pdVWF will show lower ratios of a2,6-bound Neu5Ac to VWF:Ag than those in pdVWF alone. The difference in ratio is directly related to the concentration of rVWF in the mixture. We used the Sambucs nigra agglutinin (SNA) to measure VWF-bound a2,6-linked Neu5Ac. This lectin binds to Neu5Ac on N-glycans only when Neu5Ac is a2,6-linked to galactose. rVWF/pdVWF was captured from the sample by a plate-immobilized polyclonal rabbit anti-VWF antibody. a2,6-bound Neu5Ac was then specifically detected using biotinylated SNA and streptavidin peroxidase. The assay setup resulted in a linear dose-response curve ranging from 0.2 to 2.9 mU pdVWF:Ag/mL in human plasma. In contrast, rVWF showed no binding, even when tested at concentrations about 100-times higher. Subjecting plate-adsorbed pdVWF to enzymatic desialylation with neuraminidase completely abrogated the binding of SNA. The linkage specificity of the SNA binding was shown in an inhibition study using the trisaccharides 3′-sialyllactose and 6′-sialyllactose as hapten sugars. As expected only 6′-sialyllactose proved able to inhibit the binding of SNA to plate-immobilized pdVWF. This result confirmed the linkage specificity of the SNA binding essential for the discrimination of plasma-derived and rVWF. To demonstrate the feasibility of this approach we spiked a sample of a normal human plasma pool with rVWF in several concentrations ranging from 0 to 1.5 IU/ml. In these samples the VWF:Ag concentrations and the levels of VWF-bound a2,6-Neu5Ac with the SNA binding assay were measured. Then, we calculated the ratio of SNA binding to VWF:Ag on the assumption that all VWF was pdVWF, i.e. contained only a2,6-linked Neu5Ac. The difference between the expected and the actually found ratios of SNA binding to VWF:Ag correlated (R2=0.99) with the amount of rVWF present in the mixtures. Thus, we obtained a calibration curve that allowed the specific measurement of rVWF in a range of 0.2 to 1.5 IU/ml in the presence of 1 IU/ml pdVWF. Both assays, the VWF:Ag ELISA and the SNA-based immunoassay for the measurement of VWF-bound a2,6-bound Neu5Ac, showed acceptable precision. The data show that rVWF in a human plasma sample can readily be differentiated from endogenous pdVWF based on minute, linkage-specific differences of the N-glycan structures. This type of lectin-based immunoassay could be useful in the clinical setting to determine the circulating concentration of therapeutic CHO-cell-derived rVWF and to specifically measure its concentration in the presence of the endogenous glycoprotein.


1982 ◽  
Vol 243 (3) ◽  
pp. C124-C132 ◽  
Author(s):  
J. S. Graves ◽  
D. D. Wheeler

We have studied the effects of prolonged incubation in low [K+] medium (approximately 0.3 mM) on both K+ and amino acid transport in Chinese hamster ovary (CHO) cells. When incubated in low [K+] medium, CHO cells redressed partially the loss of intracellular K+ after 12 h. After 24 h of incubation, both the activity of Na+-K+-ATPase in crude homogenates, and the transport capacity (Vmax) for ouabain-sensitive (i.e., active) K+ influx approximately doubled. The magnitude of the ouabain-insensitive (i.e., passive) K+ influx decreased by 50%. Thus the regulatory response involves an apparent increase in Na+-K+ pump and a decrease in K+ leak. The transport capacity for the nonmetabolized amino acid, alpha-aminoisobutyric acid (alpha-AIB), also increased after 24 h in low [K+] medium. The Vmax for the Na+-dependent (i.e., active) alpha-AIB influx increased by about 150%, and the magnitude of the Na+-independent influx increased by 20-40%. These changes in alpha-AIB transport result in a twofold greater capacity to accumulate this amino acid. Thus the regulation of K+ and alpha-AIB transport systems appears to be linked and possible mechanisms of this linkage are discussed.


1980 ◽  
Vol 85 (1) ◽  
pp. 60-69 ◽  
Author(s):  
P Stanley ◽  
T Sudo ◽  
J P Carver

Two Chinese hamster ovary (CHO) cell mutants selected for resistance to wheat germ agglutinin (WGA) have been shown to exhibit defective sialylation of membrane glycoproteins and a membrane glycolipid, GM3. The mutants (termed WgaRII and WgaRIII) have been previously shown to belong to different genetic complementation groups and to exhibit different WGA-binding abilities. These mutants and a WGA-resistant CHO cell mutant termed WgaRI (which also possesses a surface sialylation defect arising from a deficient N-acetylglucosaminyltransferase activity), have enabled us to investigate the role of sialic acid in WGA binding at the cell surface. Scatchard plots of the binding of 125I-WGA (1 ng/ml to 1 mg/ml) to parental and WgaR CHO cells before and after a brief treatment with neuraminidase provide evidence for several different groups of sialic acid residues at the CHO cell surface which may be distinquished by their differential involvement in WGA binding to CHO cells.


Sign in / Sign up

Export Citation Format

Share Document