Bioprocess Engineering, Otto von Guericke University Magdeburg, Magdeburg, Germany.
Bioprocess Engineering, Max Planck Institute for Dynamics of Complex Technical Systems, Magdeburg, Germany.
Appl Microbiol Biotechnol. 2021 Mar;105(5):1861-1874. doi: 10.1007/s00253-021-11150-z. Epub 2021 Feb 13.
Adaptations of animal cells to growth in suspension culture concern in particular viral vaccine production, where very specific aspects of virus-host cell interaction need to be taken into account to achieve high cell specific yields and overall process productivity. So far, the complexity of alterations on the metabolism, enzyme, and proteome level required for adaptation is only poorly understood. In this study, for the first time, we combined several complex analytical approaches with the aim to track cellular changes on different levels and to unravel interconnections and correlations. Therefore, a Madin-Darby canine kidney (MDCK) suspension cell line, adapted earlier to growth in suspension, was cultivated in a 1-L bioreactor. Cell concentrations and cell volumes, extracellular metabolite concentrations, and intracellular enzyme activities were determined. The experimental data set was used as the input for a segregated growth model that was already applied to describe the growth dynamics of the parental adherent cell line. In addition, the cellular proteome was analyzed by liquid chromatography coupled to tandem mass spectrometry using a label-free protein quantification method to unravel altered cellular processes for the suspension and the adherent cell line. Four regulatory mechanisms were identified as a response of the adaptation of adherent MDCK cells to growth in suspension. These regulatory mechanisms were linked to the proteins caveolin, cadherin-1, and pirin. Combining cell, metabolite, enzyme, and protein measurements with mathematical modeling generated a more holistic view on cellular processes involved in the adaptation of an adherent cell line to suspension growth. KEY POINTS: • Less and more efficient glucose utilization for suspension cell growth • Concerted alteration of metabolic enzyme activity and protein expression • Protein candidates to interfere glycolytic activity in MDCK cells.
动物细胞适应悬浮培养的方法尤其适用于生产病毒疫苗,因为需要考虑病毒-宿主细胞相互作用的非常具体的方面,以实现高细胞特异性产率和整体工艺生产力。到目前为止,对于适应所需的代谢、酶和蛋白质组水平的改变的复杂性,我们只是了解甚少。在这项研究中,我们首次结合了几种复杂的分析方法,目的是跟踪不同水平的细胞变化,并揭示相互关系和相关性。因此,我们培养了一株先前适应悬浮培养的犬肾细胞(MDCK)悬浮细胞系,在 1L 生物反应器中进行培养。测定细胞浓度和细胞体积、细胞外代谢物浓度和细胞内酶活性。将实验数据集用作已应用于描述亲本贴壁细胞系生长动力学的分离生长模型的输入。此外,通过使用无标记蛋白定量方法的液相色谱-串联质谱分析了细胞蛋白质组,以揭示悬浮和贴壁细胞系中改变的细胞过程。确定了四种调节机制,作为贴壁 MDCK 细胞适应悬浮生长的适应的反应。这些调节机制与小窝蛋白、钙粘蛋白-1 和吡啉蛋白有关。将细胞、代谢物、酶和蛋白质测量与数学建模相结合,为适应贴壁细胞系悬浮生长的细胞过程提供了更全面的视图。要点:• 悬浮细胞生长的葡萄糖利用率降低,效率提高• 代谢酶活性和蛋白质表达的协同改变• 蛋白候选物可干扰 MDCK 细胞中的糖酵解活性。