Genome-Scale Modeling of CHO Cells Unravel the Critical Role of Asparagine in Cell Culture Feed Media

Amino acids, including asparagine, aspartate, glutamine, and glutamate, play important roles in purine and pyrimidine biosynthesis as well as serve as anaplerotic sources fueling the tricarboxylic acid (TCA) cycle for mitochondrial energy generation. Despite extensive studies on glutamine and glutam...

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Veröffentlicht in:Biotechnology journal 2024-11, Vol.19 (11), p.e202400072
Hauptverfasser: Pang, Kuin Tian, Hong, Yi Fan, Shozui, Fumi, Furomitsu, Shunpei, Myint, Matthew, Ho, Ying Swan, Silberberg, Yaron R, Walsh, Ian, Lakshmanan, Meiyappan
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container_issue 11
container_start_page e202400072
container_title Biotechnology journal
container_volume 19
creator Pang, Kuin Tian
Hong, Yi Fan
Shozui, Fumi
Furomitsu, Shunpei
Myint, Matthew
Ho, Ying Swan
Silberberg, Yaron R
Walsh, Ian
Lakshmanan, Meiyappan
description Amino acids, including asparagine, aspartate, glutamine, and glutamate, play important roles in purine and pyrimidine biosynthesis as well as serve as anaplerotic sources fueling the tricarboxylic acid (TCA) cycle for mitochondrial energy generation. Despite extensive studies on glutamine and glutamate in CHO cell cultures, the roles of asparagine and aspartate, especially in feed media, remain underexplored. In this study, we utilized a CHO genome scale model to first deeply characterize the intracellular metabolic states of CHO cells cultured in different combinations of basal and feed media to understand the traits of asparagine/aspartate-dependent and glutamate-dependent feeds. Subsequently, we identified the critical role of asparagine and aspartate in the feed media as anaplerotic sources and conducted in silico simulations to ascertain their optimal ratios to improve cell culture performance. Finally, based on the model simulations, we reformulated the feed media by tailoring the concentrations of asparagine and aspartate. Our experimental data reveal a CHO cell preference for asparagine compared with aspartate, and thus maintaining an optimal ratio of these amino acids is a key factor for achieving optimal CHO cell culture performance in biopharmaceutical production.
doi_str_mv 10.1002/biot.202400072
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source Wiley Online Library - AutoHoldings Journals; MEDLINE
subjects Animals
Asparagine - metabolism
Aspartic Acid - metabolism
Cell Culture Techniques - methods
CHO Cells
Computer Simulation
Cricetinae
Cricetulus
Culture Media - chemistry
Glutamic Acid - metabolism
Glutamine - metabolism
Models, Biological
title Genome-Scale Modeling of CHO Cells Unravel the Critical Role of Asparagine in Cell Culture Feed Media
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