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1.
Biotechnol Lett ; 44(1): 77-88, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34767126

ABSTRACT

OBJECTIVES: The applicability of proton-transfer-reaction mass spectrometry (PTR-MS) as a versatile online monitoring tool to increase consistency and robustness for recombinant adeno-associated virus (rAAV) producing HEK 293 bioprocesses was evaluated. We present a structured workflow to extract process relevant information from PTR-MS data. RESULTS: Reproducibility of volatile organic compound (VOC) measurements was demonstrated with spiking experiments and the process data sets used for applicability evaluation consisted of HEK 293 cell culture triplicates with and without transfection. The developed data workflow enabled the identification of six VOCs, of which two were used to develop a soft sensor providing better real-time estimates than the conventional capacitance sensor. Acetaldehyde, another VOC, provides online process information about glucose depletion that can directly be used for process control purposes. CONCLUSIONS: The potential of PTR-MS for HEK 293 cell culture monitoring has been shown. VOC data derived information can be used to develop soft sensors and to directly set up new process control strategies.


Subject(s)
Protons , Volatile Organic Compounds , Genetic Therapy , Glucose , HEK293 Cells , Humans , Mass Spectrometry/methods , Reproducibility of Results , Volatile Organic Compounds/analysis
2.
Appl Microbiol Biotechnol ; 98(17): 7535-48, 2014 Sep.
Article in English | MEDLINE | ID: mdl-25052466

ABSTRACT

MicroRNAs are short non-coding RNAs that play an important role in the regulation of gene expression. Hence, microRNAs are considered as potential targets for engineering of Chinese hamster ovary (CHO) cells to improve recombinant protein production. Here, we analyzed and compared the microRNA expression patterns of high, low, and non-producing recombinant CHO cell lines expressing two structurally different model proteins in order to identify microRNAs that are involved in heterologous protein synthesis and secretion and thus might be promising targets for cell engineering to increase productivity. To generate reproducible and comparable data, the cells were cultivated in a bioreactor under steady-state conditions. Global microRNA expression analysis showed that mature microRNAs were predominantly upregulated in the producing cell lines compared to the non-producer. Several microRNAs were significantly differentially expressed between high and low producers, but none of them commonly for both model proteins. The identification of target messenger RNAs (mRNAs) is essential to understand the biological function of microRNAs. Therefore, we negatively correlated microRNA and global mRNA expression data and combined them with computationally predicted and experimentally validated targets. However, statistical analysis of the identified microRNA-mRNA interactions indicated a considerable false positive rate. Our results and the comparison to published data suggest that the reaction of CHO cells to the heterologous protein expression is strongly product- and/or clone-specific. In addition, this study highlights the urgent need for reliable CHO-specific microRNA target prediction tools and experimentally validated target databases in order to facilitate functional analysis of high-throughput microRNA expression data in CHO cells.


Subject(s)
CHO Cells/physiology , MicroRNAs/metabolism , Animals , Bioreactors , Cell Culture Techniques/methods , Cricetulus , Gene Expression Profiling , Gene Expression Regulation
4.
Biotechnol J ; 9(4): 526-37, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24390926

ABSTRACT

Chinese hamster ovary (CHO) cells are currently the workhorse of the biopharmaceutical industry. However, yeasts such as Pichia pastoris are about to enter this field. To compare their capability for recombinant protein secretion, P. pastoris strains and CHO cell lines producing human serum albumin (HSA) and the 3D6 single chain Fv-Fc anti-HIV-1 antibody (3D6scFv-Fc) were cultivated in comparable fed batch processes. In P. pastoris, the mean biomass-specific secretion rate (qp ) was 40-fold lower for 3D6scFv-Fc compared to HSA. On the contrary, qp was similar for both proteins in CHO cells. When comparing both organisms, the mean qp of the CHO cell lines was 1011-fold higher for 3D6scFv-Fc and 26-fold higher for HSA. Due to the low qp of the 3D6scFv-Fc producing strain, the space-time yield (STY) was 9.6-fold lower for P. pastoris. In contrast, the STY of the HSA producer was 9.2-fold higher compared to CHO cells because of the shorter process time and higher biomass density. The results indicate that the protein secretion machinery of P. pastoris is much less efficient and the secretion rate strongly depends on the complexity of the recombinant protein. However, process efficiency of the yeast system allows higher STYs for less complex proteins.


Subject(s)
Biotechnology/methods , Pichia/metabolism , Recombinant Proteins/chemistry , Recombinant Proteins/metabolism , Animals , CHO Cells , Cricetinae , Cricetulus , Recombinant Proteins/analysis , Single-Chain Antibodies/chemistry , Single-Chain Antibodies/metabolism
5.
Mol Biotechnol ; 45(3): 235-40, 2010 Jul.
Article in English | MEDLINE | ID: mdl-20369309

ABSTRACT

The objective of this approach was to identify new CHO endogenous gene regulatory elements that are capable of regulating foreign gene expression in recombinant CHO host cells. The standard technology for the production of many biopharmaceutical products is frequently based on expression vectors that utilize strong mammalian viral promoters like SV40 or CMV which allow for very high expression rates but this may lead to constitutive over-expression resulting in a permanent stress for the cell. In addition, some heterologous promoters are cell-cycle dependent and can be subject to gene silencing generating heterogeneity within the cell population. Here, we describe the construction of a genomic CHO library and the subsequent identification and isolation of selected target sequences that are believed to be responsible for high level expression of the associated genes. The method that was used to isolate these regions of interest relies on gene specific amplification with primer pairs binding on different genes and the vector sequence. Flanking regions of these fragments were identified through Inverse PCR from fragmented and self-ligated genomic DNA. Expression levels of both the initially derived and the mapped fragments were determined through a luciferase reporter assay.


Subject(s)
CHO Cells/physiology , Cloning, Molecular/methods , Recombinant Proteins/biosynthesis , Regulatory Elements, Transcriptional , Animals , Cricetinae , Cricetulus , Electrophoresis, Agar Gel , Gene Library , Genes, Reporter , Polymerase Chain Reaction , Recombinant Proteins/genetics
6.
PLoS One ; 5(10): e13265, 2010 Oct 11.
Article in English | MEDLINE | ID: mdl-20949004

ABSTRACT

Recombinant protein expression in mammalian cells has become a very important technique over the last twenty years. It is mainly used for production of complex proteins for biopharmaceutical applications. Transient recombinant protein expression is a possible strategy to produce high quality material for preclinical trials within days. Viral replicon based expression systems have been established over the years and are ideal for transient protein expression. In this study we describe the evaluation of an influenza A replicon for the expression of recombinant proteins. We investigated transfection and expression levels in HEK-293 cells with EGFP and firefly luciferase as reporter proteins. Furthermore, we studied the influence of different influenza non-coding regions and temperature optima for protein expression as well. Additionally, we exploited the viral replication machinery for the expression of an antiviral protein, the human monoclonal anti-HIV-gp41 antibody 3D6. Finally we could demonstrate that the expression of a single secreted protein, an antibody light chain, by the influenza replicon, resulted in fivefold higher expression levels compared to the usually used CMV promoter based expression. We emphasize that the influenza A replicon system is feasible for high level expression of complex proteins in mammalian cells.


Subject(s)
Influenza A virus/genetics , Replicon , Cell Line , Enzyme-Linked Immunosorbent Assay , Flow Cytometry , Green Fluorescent Proteins/genetics , Humans , Influenza A virus/physiology , Luciferases/genetics , Temperature , Transfection , Virus Replication
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