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At least 19 recordsLinked to original sources

PubMed2026

RP3Net: a deep learning model for predicting recombinant protein production in Escherichia coli.

MOTIVATION: Recombinant protein expression can be a limiting step in the production of protein reagents for drug discovery and other biotechnology applications. We introduce RP3Net (Recombinant Protein Production Prediction Network), an AI model of small-scale heterologous soluble protein expression in Escherichia coli. RP3Net utilizes the most recent protein and genomic foundational models. A curated dataset of internal experimental results from AstraZeneca and publicly available data from the Structural Genomics Consortium was used for training, validation and testing of RP3Net. RESULTS: RP3Net achieves an increase in area under the receiver operator curve (AUROC) of 0.15, compared to a baseline model. When experimentally validated on an independent, prospective, manually selected set of 97 constructs, RP3Net outperformed currently available models, with an AUROC of 0.83, delivering accurate predictions in 77% of the cases, and correctly identifying successfully expressing constructs in 92% of cases. AVAILABILITY AND IMPLEMENTATION: The model, along with installation and running instructions, is available under an MIT licence at https://github.com/RP3Net/RP3Net, DOI 10.5281/zenodo.17243498.

Escherichia coli↗

PubMed2026

Improving recombinant protein productivity in CHO cells via multi-omics data integration.

Chinese hamster ovary (CHO) cells represent the dominant host system for the production of recombinant therapeutic proteins. In recent decades, extensive research has focused on process/media optimization and cell line engineering to improve both the productivity and quality of biopharmaceutical proteins produced in CHO cells. Nevertheless, the inherent complexity of biological pathways and the heterogeneous cellular responses to different environmental conditions have posed substantial challenges to traditional methodologies. Recent advances in omics technologies have enabled comprehensive characterization of CHO cell physiology, providing multidimensional molecular and phenotypic insights that facilitate the enhancement of recombinant protein production. This review first summarizes the methodologies and advances in CHO omics research, including genomics, transcriptomics, proteomics, metabolomics, and epigenomics. It then examines contemporary approaches to integrate and analyze multi-omics data in CHO cells. The review further elucidates how these multi-omics datasets can be strategically applied across various developmental stages, including cell line selection, genetic engineering, expression vector design, and bioprocess optimization. Finally, we explore the transformative potential of integrating multi-omics with artificial intelligence and discuss promising future research directions in CHO cell studies. These emerging paradigms offer novel opportunities for data-driven cell engineering and bioprocess optimization in CHO-based biomanufacturing.

Bioprocessing↗

PubMed1977

The binding of copper ions to copper-free bovine superoxide dismutase. Properties of the protein recombined with increasing amounts of copper ions.

1. E.p.r. (electron-paramagnetic-resonance), proton-relaxation and u.v.-absorption parameters, and enzyme activity of samples of Cu2+-free bovine superoxide dismutase recombined with different amounts of Cu2+ up to the stoicheiometric [Cu2+]/protein] ratio were investigated after attainment of equilibrium in the recovery process. 2. The e.p.r. spectra were identical with the spectrum of the native protein at all [Cu2+]/[protein] ratios. The relaxation rate of the water protons (T1) and the u.v. absorption increase as linear functions of the added Cu2+. 3. On the other hand, in recombination experiments in the range pH 7.6-10.5 the enzyme activity shows a non-linear increase as the [Cu2+]/[protein] ratio rises. The experimental curves can be interpreted in terms of the model of co-operative binding of Cu2+ to the two sites proposed on the basis of the electrophoretic analyses of the samples, and show that the specific activity of the molecules containing only one Cu2+ ion is twice as high as that of the molecules with two Cu2+ ions. 4. These results support the hypothesis of an anti-co-operative interaction between the two sites during the activity, which allows only one Cu2+ ion to function in catalysis.

Animals↗

PubMed2025

Uncoupling protein production from growth: different strategies for intracellular and secreted proteins in yeast.

BACKGROUND: Precision fermentation offers a sustainable alternative production route for proteins but still suffers from moderate productivities and low yields. Especially compared to biomass yields, recombinant protein yields on substrate are very low. Uncoupling recombinant protein production from growth would allow higher product yields, but requires that productivity is maintained. So far, two-phase production processes mostly rely on inducers to activate recombinant protein production after an initial growth phase, e.g., a change in carbon source. On large scale, specific growth rates can be controlled by nutrient availability, and we aim to use this as trigger to uncouple recombinant protein production from growth. RESULTS: We investigated the correlation between low specific growth rates (0.02 h- 1 < µ < 0.1 h- 1) and specific recombinant protein production rates, both for intracellularly accumulating and secreted proteins. By comparing two differently regulated promoters, the strong, constitutive PTEF1 and stress-induced PHSP12, we show that recombinant protein production rates and yields in Saccharomyces cerevisiae can be partially uncoupled from growth. The optimal strategy thereby differs for intracellular and secreted production. The PHSP12 resulted in increased product yields of intracellular protein at very low growth rates, including a 10-fold increase in intracellular protein titer, while titers remained virtually constant for the benchmark PTEF1. The PTEF1 on the other hand led to increased protein secretion rates and efficiencies at lower specific growth rates cumulating in higher extracellular protein titers. CONCLUSION: Our results demonstrate that promoter selection plays a critical role in production performance under slow growing conditions. Moreover, it highlights that optimising intracellular and extracellular recombinant protein production requires distinct, strategy-specific approaches.

Saccharomyces cerevisiae↗

PubMed2026

Exploration of the antibacterial function of the Eutherian LEG1s.

Liver-enriched gene 1 (LEG1) encodes a novel protein family whose functions are not fully explored. LEG1 was first reported and characterized in zebrafish, where it encodes secreted proteins involved in liver development. In contrast, mammalian LEG1s exhibit a different expression pattern. The platypus monotreme lactation protein (platMLP) was uncovered in milk with antibacterial function. Studies in mouse and pig have shown that LEG1s are specifically expressed in the salivary glands; however, their function remains unclear. Evolutionarily, LEG1s are present in vertebrates and form three major clades, LEG1a, LEG1b, and LEG1c. Only a few invertebrates, protists, and bacteria retain LEG1 homologs, making the evolutionary origin of LEG1 obscure. In the current study, we conducted a thorough exploration of prokaryotic reference genomes and found that LEG1 predominantly exists in Actinomycetota. Given that Actinomycetota are well known for producing antibacterial compounds, and that platMLP can inhibit the growth of certain bacteria, we hypothesized that LEG1 is a conserved antibacterial protein. Recombinant LEG1s from each of the three clades were then purified and subjected to antibacterial tests, which showed that pig LEG1c and platMLP have divergent antibacterial activities. These findings support the hypothesis that the antibacterial function of LEG1 is conserved in eutherians but has undergone functional diversification following gene duplication events.

Animals↗

PubMed1977

Comparative studies of wild-type and 'cold-mutant' (temperature sensitive) influenza viruses: geneology of the matrix (M) and non-structural (NS) proteins in recombinant cold-adapted H3N2 viruses.

The matrix (M) protein of the H2N2 virus A/Ann Arbor/6/60 may be distinguished from M protein of several H3N2 viruses and A/New Jersey/76 (HSWINI) by SDS acrylamide gel electrophoresis using a discontinuous buffer system. The smallest RNA (RNA 8) of the A/Ann Arbor/6/60 virus may be distinguished from RNA 8 of several H3N2 viruses by acrylamide gel electrophoresis in 3% or 3-6% gels in the absence of urea, if electrophoresis is done at 30 to 36 degrees C or 20 degrees C respectively. Ten clones of conditionally-lethal temperature-sensitive (ts) mutants were studied, which derived their cold-adaption and ts genes from mutant A/Ann Arbor/6/60, and their haemagglutinin from the H3N2 virus A/Scotland/840/74. Each clone was found to derive its M protein from A/Ann Arbor/6/60 mutant, and its RNA 8 from A/Scotland/840/74. The only assignment of genes 7 and 8 consistent with these findings for the recombinants is that in each parent virus (and in the recombinants) gene 7 codes for M protein, and gene 8 for NS protein. Furthermore, it may be concluded from the results that the biologically important ts lesions in the A/Ann Arbor/6/60 mutant parent are not present in the NS gene. In addition to the recombinants of A/Ann Arbor/6/60 and A/Scotland/840/74, five independent ts/cold-adapted recombinants of A/Ann Arbor/6/60 mutant with H3N2 and HSWINI wild-type viruses were examined, and all were found to contain the M protein of the A/Ann Arbor/6/60 mutant parent. This is suggestive that M protein may be at least partially responsible for the cold-adaptation and/or ts properties of the A/Ann Arbor/6/60 mutant and the recombinants.

Adaptation, Biological↗

PubMedDate not supplied

Reversible transformation of precipitated and nonprecipitated lipoproteins recombined from proteins and lipids of erythrocyte membranes.

The sedimentation at low speed centrifugation of a lipoprotein recombined from the lipids and the strongly bound proteins of the human erythrocyte membrane depends on pH: between 4.5 and 6.0, most of the liproprotein sediments, whereas at pH 7.0-8.5, up to 90% remains in the supernatant. Precipitation of the lipoprotein can be reversed by increasing the pH, followed by a brief sonication. The mobility of spin-labelled protein groups in the lipoprotein increases with increasing pH. This mobility increase is also reversible and is of equal magnitude in precipitated and nonprecipitated recombinates. It is concluded that, because of these reversibilities, determination of the yield of liproprotein formation in recombination experiments must include analysis of both precipitated and nonprecipitated lipoproteins.

Blood Proteins↗

PubMed2024

Simulation and experimental study of a cold atmospheric pressure plasma and comparison of efficiency in boosting recombinant Endoglucanase II production in Pichia pastoris.

Recombinant proteins are essential in various industries, and scientists employ genetic engineering and synthetic biology to enhance the host cell's protein production capacity. Stress response pathways have been found effective in augmenting protein secretion. Cold atmospheric pressure plasma (CAP) can induce oxidative stress and enhance protein production. Previous studies have confirmed the applicability of CAP jets on Phytase and green fluorescent protein (GFP) production in Pichia pastoris hosts. This study investigates the effect of CAP treatment on another valuable recombinant protein, Endoglucanase II (EgII), integrated into the Pichia pastoris genome. The results demonstrated that plasma induction via two different ignition modes: sinusoidal alternating current (AC) and pulsed direct current (DC) for 120, 180, and 240 s has boosted protein secretion without affecting cell growth and viability. The AC-driven jet exhibited a higher percentage increase in secretion, up to 45%. Simulation of plasma function using COMSOL software provided a pattern of electron temperature (Te) and density distribution, which determine the plasma cocktail's chemistry and reactive species production. Furthermore, electron density (ne) and temperature were estimated from the recorded optical spectrum. The difference in electron properties may explain the moderately different impressions on expression capability. However, cell engineering to improve secretion often remains a trial-and-error approach, and improvements are, at least partially, specific to the protein produced.

Plasma Gases↗

PubMed1978

Two fragments from fibrinolysin digests of ovine prolactin: characterization and recombination to generate full immunoreactivity.

The action of fibrinolysin (plasmin; EC 3.4.21.7) on ovine prolactin has been investigated. It was found that the enzyme selectively cleaves the bond between Met-53 and Ala-54. The two fragments, PRL-(1-53) and PRL-(54-199), have been purified and characterized. A recombinant molecule has been obtained by noncovalent interaction of PRL-(1-53) and PRL-(54-199). The recombined protein behaves nearly identically to the parent hormone in circular dichroism spectra and exclusion chromatography. The recombinant possesses full immunoreactivity, as revealed by gel double-diffusion and complement fixation. However, the recombined protein exhibits low prolactin activity in the pigeon crop-sac test.

Amino Acids↗

PubMed2025

Multiomics Analysis Reveals Therapeutic Targets for Chronic Kidney Disease With Sarcopenia.

BACKGROUND: The presence of sarcopenia in patients with chronic kidney disease (CKD) is associated with poor prognosis. The mechanism underlying CKD-induced muscle wasting has not yet been fully explored. This study investigates the influence of renal secretions on muscles using multiomics sequencing. METHODS: The kidney transcriptome analysis by RNA-seq and protein profiling by tandem mass tag (TMT), serum TMT and muscle TMT were performed in CKD established using 0.2% adenine and control mice. Spp1 recombinant protein was used to study its effect on myotube atrophy in vitro. In animal experiments on CKD, pharmacological inhibition of Spp1 was used to explore the role of Spp1 in skeletal muscle wasting. Transcriptome analysis was performed to identify differentially expressed genes (DEGs) in the gastrocnemius muscle following Spp1 pharmacological inhibition. RESULTS: In the renal transcriptome and TMT, 503 and 377 proteins/genes respectively were co-upregulated and co-downregulated. In the serum TMT of CKD and normal control (NC) mice, 22 upregulated and 7 downregulated differentially expressed proteins (DEPs) showed the same expression patterns as those in the kidney transcriptome and TMT analysis. Based on bioinformatics analysis and reported studies, we selected Spp1 for further validation. Spp1 recombinant protein was added to C2C12 myotubes in vitro, and the results indicated that Spp1 significantly increased the protein levels of the muscle atrophy marker (Murf-1) and promoted the smaller myotubes (all p < 0.05). Compared with NC mice, Spp1 mRNA and protein levels were significantly upregulated in the kidneys of CKD mice, and the serum concentration of Spp1 was also markedly increased (all p < 0.05). In animal experiments, pharmacological inhibition of Spp1 increased the weights of gastrocnemius and tibialis anterior muscles (p < 0.05) and improved muscle atrophy phenotype. Transcriptome analysis showed that DEGs in the gastrocnemius muscle following Spp1 pharmacological inhibition were enriched in protein digestion and absorption, glucagon signalling pathway, apelin signalling pathway and ECM-receptor interaction pathway. CONCLUSIONS: Our study is the first to establish a regulatory network of kidney-muscle crosstalk to explore the potential mechanism of CKD-related sarcopenia. Employing multiomics analysis, cellular assessment and animal experiments, we have identified that Spp1 could potentialy serve as a promising therapeutic target for CKD patients with sarcopenia.

Sarcopenia↗

PubMed1977

The binding of copper ions to copper-free bovine superoxide dismutase. Copper distribution in protein samples recombined with less than stoicheiometric copper ion/protein ratios.

Samples of superoxide dismutase containing less than stoicheiometric amounts of Cu2+ were obtained by either partial re-addition of Cu2+ to the Cu2+-free protein or partial removal of Cu2+ by controlled CN-treatment. In these samples the distribution of the metal between the two identical sites on the two subunits was studied by quantitative gel electrophoresis and found to be statistical only in the process of copper removal by CN-. In the other case the distribution fits a model of co-operative interaction between the two sites, where the sites are equivalent for the binding of the first Cu2+ ion, but the occupation of the first site lowers the activation energy of the binding of the second Cu2+ ion. This indicates that binding of Cu2+ ion at its site on one subunit brings about conformational changes that facilitate Cu2+ binding on the other subunit. These results may relate to possible intersubunit interactions during the catalytic activity.

Animals↗

PubMed2024

Tailored UPRE2 variants for dynamic gene regulation in yeast.

Genetic elements are foundational in synthetic biology serving as vital building blocks. They enable programming host cells for efficient production of valuable chemicals and recombinant proteins. The unfolded protein response (UPR) is a stress pathway in which the transcription factor Hac1 interacts with the upstream unfolded protein response element (UPRE) of the promoter to restore endoplasmic reticulum (ER) homeostasis. Here, we created a UPRE2 mutant (UPRE2m) library. Several rounds of screening identified many elements with enhanced responsiveness and a wider dynamic range. The most active element m84 displayed a response activity 3.72 times higher than the native UPRE2. These potent elements are versatile and compatible with various promoters. Overexpression of HAC1 enhanced stress signal transduction, expanding the signal output range of UPRE2m. Through molecular modeling and site-directed mutagenesis, we pinpointed the DNA-binding residue Lys60 in Hac1(Hac1-K60). We also confirmed that UPRE2m exhibited a higher binding affinity to Hac1. This shed light on the mechanism underlying the Hac1-UPRE2m interaction. Importantly, applying UPRE2m for target gene regulation effectively increased both recombinant protein production and natural product synthesis. These genetic elements provide valuable tools for dynamically regulating gene expression in yeast cell factories.

Saccharomyces cerevisiae↗

PubMed2026

Gene Cloning, Expression, and Purification of Kunitz Trypsin Inhibitor from Glycine max Using Halo Tag.

Soybean Kunitz Trypsin Inhibitor (SKTI) is one of the most extensively studied protease inhibitors, with applications in pest management, medicine, the food processing industry, and the leather industry. In this study, SKTI was cloned into the pFN29A Flexi vector containing a barnase gene. Genomic DNA was isolated from tender soybean leaves, and SKTI was amplified by PCR to obtain a 671 bp product. After cloning, an internal 380 bp sequence was amplified using specific primers to confirm that the cloned sequence was a functional SKTI, as non-functional SKTI genes also exist in Glycine max. The amplified PCR product, containing an AsiSI site at the 5' end and a PmeI site at the 3' end, was cloned into the pFN29A vector. The resulting colonies were screened by colony PCR, and the insert sequence was confirmed by Sanger sequencing. The recombinant protein, containing a His-tag, Halo-tag, and a TEV protease cleavage site, was expressed in Escherichia coli BL21 cells. Maximum expression was achieved 5 h after induction with 0.5 mM IPTG at 37 °C. The expressed SKTI was purified using affinity chromatography on HaloLink resin, and the bound SKTI was cleaved with HaloTEV protease to obtain pure SKTI. The purified inhibitor effectively inhibited bovine trypsin, with an IC₅₀ of 0.6 ± 0.003 µg/µl, yielding 1.6 mg per gram of bacterial pellet. The 24 kDa inhibitor remained stable up to a temperature of 50 °C. Kinetic analysis revealed that recombinant SKTI competitively inhibits trypsin, with a Kᵢ value of 14 µM.

Cloning, Molecular↗

PubMed2026

Inducible flocculation in Komagataella phaffii enables enhanced biomass separation for biopharmaceutical production.

Biomass separation represents a critical bottleneck in Komagataella phaffii-based biopharmaceutical processes, as typically high cell densities of 40 - 50 % create significant operational, technical and economic challenges for harvest operations. Yeast cell aggregation (flocculation) provides a solution to accelerate cell sedimentation by increasing particle size, thus allowing to improve biomass-supernatant separation efficiency during both natural gravity settling and (continuous) centrifugation operations. This study demonstrates successful engineering of K. phaffii strains with an inducible flocculation phenotype using CRISPR/Cas9-based genome editing to integrate the Saccharomyces cerevisiae FLO1 (ScFLO1) gene under control of various regulatory elements, including methanol-inducible and derepressible promoters. Flocculation strength could be enhanced by implementing transcriptional positive feedback circuits based on the methanol-inducible AOX1 promoter. To address methanol-free production requirements, we developed alternative systems to retrofit PAOX1-based ScFLO1 expression and exploited the derepressible PDF promoter, offering broader compatibility with biopharmaceutical manufacturing facilities. Flocculating cells cultivated in a bioreactor demonstrated significantly improved sedimentation behavior, with considerably lower supernatant turbidity after short low-speed centrifugation or gravity sedimentation compared to non-flocculating controls. Crucially, cell flocculation had no negative impact on product amount and quality when expressing a multivalent NANOBODY® VHH molecule with pharmaceutical relevance. Thus, this work establishes the first genetically engineered flocculation system in K. phaffii compatible with recombinant protein production, providing the basis for an innovative approach to streamline harvest operations in biopharmaceutical processes.

Flocculation↗

PubMed2022

Accessing isotopically labeled proteins containing genetically encoded phosphoserine for NMR with optimized expression conditions.

Phosphoserine (pSer) sites are primarily located within disordered protein regions, making it difficult to experimentally ascertain their effects on protein structure and function. Therefore, the production of 15N- (and 13C)-labeled proteins with site-specifically encoded pSer for NMR studies is essential to uncover molecular mechanisms of protein regulation by phosphorylation. While genetic code expansion technologies for the translational installation of pSer in Escherichia coli are well established and offer a powerful strategy to produce site-specifically phosphorylated proteins, methodologies to adapt them to minimal or isotope-enriched media have not been described. This shortcoming exists because pSer genetic code expansion expression hosts require the genomic ΔserB mutation, which increases pSer bioavailability but also imposes serine auxotrophy, preventing growth in minimal media used for isotopic labeling of recombinant proteins. Here, by testing different media supplements, we restored normal BL21(DE3) ΔserB growth in labeling media but subsequently observed an increase of phosphatase activity and mis-incorporation not typically seen in standard rich media. After rounds of optimization and adaption of a high-density culture protocol, we were able to obtain ≥10 mg/L homogenously labeled, phosphorylated superfolder GFP. To demonstrate the utility of this method, we also produced the intrinsically disordered serine/arginine-rich region of the SARS-CoV-2 Nucleocapsid protein labeled with 15N and pSer at the key site S188 and observed the resulting peak shift due to phosphorylation by 2D and 3D heteronuclear single quantum correlation analyses. We propose this cost-effective methodology will pave the way for more routine access to pSer-enriched proteins for 2D and 3D NMR analyses.

Humans↗

PubMed2025

Novel antibodies for identification, selection, and manipulation of T cells expressing Whitlow linker-containing CARs.

BACKGROUND: The translational study of chimeric antigen receptor (CAR) T-cell function, persistence, immunophenotype, and spatial localization after infusion is crucial for understanding factors that influence clinical outcomes. However, research has been limited by a lack of optimized tools to reliably detect CAR-engineered cells. To address this, we developed a novel platform to generate monoclonal antibodies (mAbs) targeting a linker peptide incorporated in single-chain variable fragments (scFvs) of most CAR constructs. METHODS: Using recombinant proteins and scFv linker peptides as immunogens, we generated murine mAbs against the Whitlow linker peptide, capable of binding cells expressing Whitlow linker-containing CARs in both fresh and formalin-fixed paraffin-embedded (FFPE) tissues. We evaluated these antibodies in multiple in vitro translational applications relevant to CAR T-cell research and manufacturing. RESULTS: We identified five unique mAbs reactive against the Whitlow linker and characterized their binding properties and three-dimensional structural conformation. One clone was evaluated in depth, demonstrating comparable capacity to identify CAR T cells in peripheral blood relative to other methods using anti-idiotype antibodies or recombinant CAR-target proteins. In contrast to these reagents, the anti-Whitlow mAb detects cells expressing Whitlow linker-containing CARs with different antigen specificities, including those harboring the widely employed anti-CD19 FMC63-derived scFv as well as other scFvs, such as those targeting B-cell maturation antigen (BCMA) or CD33. Importantly, the anti-Whitlow mAb identified CAR T cells in situ in archival FFPE tissues, and a DNA-barcoded format enabled their spatial characterization and immunophenotyping in highly multiplexed immunohistochemistry. We also assessed the functional consequences of antibody binding on CAR T cells in vitro and demonstrated the feasibility of anti-Whitlow mAb-mediated selective enrichment of CAR-expressing T cells for potential utility in manufacturing workflows. CONCLUSIONS: Anti-Whitlow mAb clones exhibited distinct structural and functional properties that can be leveraged for multiple applications, providing versatile tools for detection, selection and manipulation of a broad range of clinical and preclinical CAR T-cell products.

Humans↗

PubMed2025

Analytical Considerations for the Development of Plate-Based Proteomics Platforms Using Isobaric Labeling.

Mass spectrometer-based proteomics platforms have great potential to rapidly advance our systematic understanding of complex biological problems, enable drug discovery, decipher drug mechanisms of action, and discover novel biomarkers. As the demand for processing large sets of samples in an automatic manner is constantly increasing, the integration of automation platforms (nanoliter dispensers, liquid handlers, etc.) has become a routinary configuration paired with liquid chromatography-mass spectrometers. The functional integration of all of those instruments into a single unit is what we call a plate-based high-throughput proteomics platform (HT proteomics). The readout of the platform is the quantitative proteome data at the protein or peptide level. In this work, we developed a plate-based HT proteomics standard that we called the HT-sKO. The HT-sKO allows the evaluation of accuracy and the estimation of the relative limit of quantification when the target proteins vary up to 60-fold in abundance. The HT-sKO utilizes nonhuman recombinant proteins that can be spiked into the samples, allowing for sample acquisition and HT proteomics platform evaluation at the same time. We also showed the foundational role of a robust acquisition strategy for developing a stable HT proteomics platform and the value of using a tube-based method as an informant assay on data quality expectations for the platform. Using this new standard, we demonstrated that the intra- and inter-plate variance is around 4-6% for the protein level or around 10% for the peptide-level readout. We also showed that the HT-sKO standard is compatible with whole-proteome, phospho-proteome, and reactive cysteine profiling platforms.

Proteomics↗

PubMed2026

Proteomic analysis of ammonia-induced stress in Chinese hamster ovary (CHO) cell cultures.

Ammonia (NH₃) and its ionic form ammonium (NH₄+) are both metabolic waste products and essential nitrogen sources within Chinese hamster ovary (CHO) cell cultures. Although necessary for amino acid synthesis, excessive accumulation in the extracellular environment can exert stress, reducing cell proliferation and impairing the efficiency of recombinant protein production. Proper endoplasmic reticulum (ER) function is critical for CHO cells as biotherapeutic producers. Previous work has linked elevated ammonia concentrations to reduced productivity via altered N-glycosylation pathways, but its broader effects on ER biology remain unclear. In this study, we applied high-resolution mass spectrometry to perform a comprehensive analysis of changes in the ER proteome in CHO cells exposed to two ammonia concentrations, 10 mM and 30 mM, 48 and 120 h after supplementation. Both conditions suppressed cell growth and reduced product titre; however, the 10 mM supplementation resulted in a minor increase in specific cell productivity. Gene Ontology analysis revealed that ammonia strongly affected the tricarboxylic acid cycle, as well as key metabolic, catabolic and biogenetic processes. Several ER membrane proteins, including HMGCR and PREB, were consistently downregulated. In extended cultures, transmembrane proteins linked to Golgi-transport were upregulated, while vesicle transport associated proteins were downregulated, indicating altered intracellular trafficking. SIGNIFICANCE: This study provides a novel perspective on CHO cell biology under environmental stress by investigating the impact of ammonia accumulation in culture. Despite its presence in CHO culture, ammonia has been relatively under-investigated, compared to other culture conditions. Using high-throughput mass spectrometry for comprehensive proteomic profiling, we characterise the cellular response to ammonia build-up with a level of depth not previously applied to the study of this biological stressor. By specifically analysing proteins localised to the ER, we identify candidate pathways and molecular mechanisms that contribute to reduced CHO cell growth and productivity, offering insights directly relevant to industrial bioprocessing conditions. The link between ammonia concentration and a decrease in productivity has previously been linked to genes involved in N-glycosylation of the recombinant biotherapeutic, but the full extent of ammonia stress on ER function has not yet been investigated. These methods were applied to two IgG producing CHO cell lines to allow for comparison of cell line specific stress adaptations, as well as comparing the short- and long-term effects of excess ammonia.

Proteomics↗