AI Article Synopsis

  • The study combined mathematical models to analyze factors limiting monoclonal antibody production in GS-CHO cells during an industrial culture process.
  • The major limitations identified were in the transcription and translation of the recombinant heavy chain gene, while reduced cellular biomass synthesis surprisingly didn't significantly impact antibody production rates.
  • The research highlights the importance of using predictive modeling to guide engineering efforts aimed at enhancing protein production in mammalian cells, showing that productivity control varies by protein and cell line.

Article Abstract

In this study we have combined empirically derived mathematical models of intracellular Mab synthesis to quantitatively compare the degree to which individual cellular processes limit recombinant IgG(4) monoclonal antibody production by GS-CHO cells throughout a state-of-the-art industrial fed-batch culture process. Based on the calculation of a production process control coefficient for each stage of the intracellular Mab synthesis and secretion pathway, we identified the major cellular restrictions on Mab production throughout the entire culture process to be recombinant heavy chain gene transcription and heavy chain mRNA translation. Surprisingly, despite a substantial decline in the rate of cellular biomass synthesis during culture, with a concomitant decline in the calculated rate constants for energy-intensive Mab synthetic processes (Mab folding/assembly and secretion), these did not exert significant control of Mab synthesis at any stage of production. Instead, cell-specific Mab production was maintained by increased Mab gene transcription which offset the decline in cellular biosynthetic rates. Importantly, this study shows that application of this whole-process predictive modeling strategy should rationally precede and inform cell engineering approaches to increase production of a recombinant protein by a mammalian host cell--where control of productivity is inherently protein product and cell line specific.

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http://dx.doi.org/10.1002/bit.23146DOI Listing

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