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Linkage of upstream cell culture with downstream processing and purification is an aspect of Quality by Design crucial for efficient and consistent production of high quality biopharmaceutical proteins. In a previous Plackett-Burman screening study of parallel bioreactor cultures we evaluated main effects of 11 process variables, such as agitation, sparge rate, feeding regimens, dissolved oxygen set point, inoculation density, supplement addition, temperature, and pH shifts. In this follow-up study, we observed linkages between cell culture process parameters and downstream capture chromatography performance and subsequent antibody attributes. In depth analysis of the capture chromatography purification of harvested cell culture fluid yielded significant effects of upstream process parameters on host cell protein abundance and behavior. A variety of methods were used to characterize the antibody both after purification and buffer formulation. This analysis provided insight in to the significant impacts of upstream process parameters on aggregate formation, impurities, and protein structure. This report highlights the utility of linkage studies in identifying how changes in upstream parameters can impact downstream critical quality attributes. © 2016 American Institute of Chemical Engineers Biotechnol. Prog., 33:163-170, 2017 [ABSTRACT FROM AUTHOR]

Fermentanomics is an emerging field of research and involves understanding the underlying controlled process variables and their effect on process yield and product quality. Although major advancements have occurred in process analytics over the past two decades, accurate real-time measurement of significant quality attributes for a biotech product during production culture is still not feasible. Researchers have used an amalgam of process models and analytical measurements for monitoring and process control during production. This article focuses on using multivariate data analysis as a tool for monitoring the internal bioreactor dynamics, the metabolic state of the cell, and interactions among them during culture. Quality attributes of the monoclonal antibody product that were monitored include glycosylation profile of the final product along with process attributes, such as viable cell density and level of antibody expression. These were related to process variables, raw materials components of the chemically defined hybridoma media, concentration of metabolites formed during the course of the culture, aeration-related parameters, and supplemented raw materials such as glucose, methionine, threonine, tryptophan, and tyrosine. This article demonstrates the utility of multivariate data analysis for correlating the product quality attributes (especially glycosylation) to process variables and raw materials (especially amino acid supplements in cell culture media). The proposed approach can be applied for process optimization to increase product expression, improve consistency of product quality, and target the desired quality attribute profile. [ABSTRACT FROM AUTHOR]

BACKGROUND In the production of therapeutic proteins using Chinese hamster ovary ( CHO) cell culture, the compositional variability in raw materials is often poorly understood. To elucidate the effects of raw material variability in regulating the intracellular metabolic pathways, plant-derived supplements of wheat hydrolysates were employed as a model system of raw materials having high compositional variability. The intracellular metabolic fluxes of antibody-producing GS-CHO cells supplemented with different lots of wheat hydrolysates were quantified using the techniques of flux balance analysis ( FBA). RESULTS The examination of the metabolic flux clearly illustrated several unique metabolic features. Specifically, under the given environmental conditions induced by the variability of the different wheat hydrolysate lots, the serine and glycine metabolism could be linked to improved cell growth, while the elevated levels of the anaplerotic reaction and the TCA cycle could be related to the increased specific antibody production. Multivariate data analysis revealed the detailed metabolic regulations of a GS-CHO cell line in response to the compositional variability of the given raw materials. The study result can be used for targeted optimization of cell growth and monoclonal antibody production. CONCLUSION Metabolic flux analysis coupled with multivariate data analytics unravel the complicated effects of raw material variability on the cellular metabolism, and hence improve the overall productivity of an antibody-producing CHO cell culture. © 2014 Society of Chemical Industry [ABSTRACT FROM AUTHOR]

Fermentanomics, or a global understanding of a culture state on the molecular level empowered by advanced techniques like NMR, was employed to show that a model hybridoma culture supplied with glutamine and glucose depletes aspartate, cysteine, methionine, tryptophan, and tyrosine during antibody production. Supplementation with these amino acids prevents depletion and improves culture performance. Furthermore, no significant changes were observed in the distribution of glycans attached to the IgG3 in cultures supplemented with specific amino acids, arguing that this strategy can be implemented without fear of impact on important product quality attributes. In summary, a targeted strategy of quantifying media components and designing a supplementation strategy can improve bioprocess cell cultures when enpowered by fermentanomics tools. Published 2013 American Institute of Chemical Engineers Biotechnol. Prog., 29:745-753, 2013 [ABSTRACT FROM AUTHOR]

We surveyed 23 antibody-related marketing applications for glycoform analytical and functional information. Our database analysis shows a clear trend of increasing sophistication of analytical methods used to identify and quantify glycans. These have revealed a high degree of complexity and heterogeneity of glycans attached to antibody products. The nature of the complexity is influenced by product type and expression system, and may be associated with functional consequences in some but not all cases. [ABSTRACT FROM AUTHOR]