Department of Biotechnology, University of Natural Resources and Applied Life Sciences, Vienna, Austria.
Biotechnol J. 2012 Apr;7(4):500-15. doi: 10.1002/biot.201100143. Epub 2011 Aug 5.
In spite of the importance of Chinese hamster ovary (CHO) cells for recombinant protein production, very little is known about the molecular and gene regulatory mechanisms that control cellular phenotypes such as enhanced growth under serum-free conditions or high productivity. Most microarray analyses to this purpose are performed with samples taken during the exponential growth phase. However, the cellular transcriptome is dynamic, changing in response to external and internal stimuli and thus reflecting the current functional capacity of cells as well as their ability to adapt to a changing environment. Therefore, during batch or fed-batch cultivations it can be expected that the transcription pattern of genes will change and that such changes may give indications on the cellular state in terms of viability, growth, and productivity. In the current study we monitored the change in expression patterns of mRNAs and microRNAs (miRNA) during lag, exponential, and stationary phases in CHO-K1 suspension cell cultures. In total, over 1400 mRNAs and more than 100 miRNAs were differentially regulated (p<0.05) relative to the batch culture at the starting point. Functional clustering revealed groups of genes with similar expression patterns, which were subjected to functional pathway analysis. In addition, as miRNAs generally act as negative post-transcriptional regulators of mRNAs, we looked for changes in their expression that were inverse to those of their predicted target mRNAs.
尽管中国仓鼠卵巢(CHO)细胞在重组蛋白生产中非常重要,但对于控制细胞表型的分子和基因调控机制却知之甚少,例如在无血清条件下增强生长或高生产力。为此,大多数微阵列分析都是在指数生长阶段采集样本进行的。然而,细胞转录组是动态的,会对外界和内部刺激做出反应,从而反映细胞当前的功能能力以及它们适应不断变化的环境的能力。因此,在分批或补料分批培养过程中,可以预期基因的转录模式会发生变化,这种变化可能会提示细胞的存活、生长和生产力等状态。在本研究中,我们监测了 CHO-K1 悬浮细胞培养物在迟滞、指数和静止期的 mRNA 和 microRNA(miRNA)表达模式的变化。与起始批次培养相比,相对来说,有超过 1400 个 mRNAs 和 100 多个 miRNA 出现差异调节(p<0.05)。功能聚类揭示了具有相似表达模式的基因群,并对其进行了功能途径分析。此外,由于 miRNA 通常作为 mRNA 的负转录后调节剂,我们寻找与其预测靶 mRNA 的表达相反的表达变化。