Department of Biological Sciences, KAIST, Daejeon, 34141, Republic of Korea.
Department of Molecular Science and Technology, Ajou University, Suwon, 16499, Republic of Korea.
Metab Eng. 2022 Jul;72:247-258. doi: 10.1016/j.ymben.2022.03.017. Epub 2022 Apr 7.
Targeted engineering of mammalian cells has been widely attempted to ensure the efficient production of therapeutic proteins with proper quality during bioprocesses. However, the identification of novel targets for cell engineering is labor-intensive and has not yet been fully substantiated. Here, we established a CRISPR/Cas9 library screening platform in human embryonic kidney (HEK293) cells based on guide RNA integration mediated by recombinase-mediated cassette exchange (RMCE) to interrogate gene function in a high-throughput manner. This platform was further advanced using a nuclear localization signal-tagged recombinase that increased RMCE efficiency by 4.8-fold. Using this platform, we identified putative target genes, such as CDK8, GAS2L1, and GSPT1, and their perturbation confers resistance to hyperosmotic stress that inhibits cell growth and induces apoptosis. Knockout of these genes in monoclonal antibody (mAb)-producing recombinant HEK293 (rHEK293) cells enhanced resistance to hyperosmotic stress-induced apoptosis, resulting in enhanced mAb production. In particular, GSPT1-knockout yielded 2.3-fold increase in maximum mAb concentration in fed-batch culture where hyperosmotic stress naturally occurs due to nutrient feeding. Taken together, this streamlined screening platform allows the identification of novel targets associated with hyperosmotic stress, enabling the development of stress-resistant cells producing recombinant proteins.
为了在生物工艺过程中确保治疗性蛋白的高效生产和适当的质量,人们广泛尝试对哺乳动物细胞进行靶向工程改造。然而,细胞工程的新目标的鉴定是劳动密集型的,尚未得到充分证实。在这里,我们基于重组酶介导的盒式交换 (RMCE) 介导的向导 RNA 整合,在人胚肾 (HEK293) 细胞中建立了一个 CRISPR/Cas9 文库筛选平台,以高通量方式研究基因功能。我们使用核定位信号标记的重组酶进一步推进了这个平台,该重组酶将 RMCE 效率提高了 4.8 倍。使用这个平台,我们鉴定了潜在的靶基因,如 CDK8、GAS2L1 和 GSPT1,它们的干扰赋予了对抑制细胞生长和诱导细胞凋亡的高渗胁迫的抗性。在单克隆抗体 (mAb) 产生的重组 HEK293(rHEK293) 细胞中敲除这些基因增强了对高渗胁迫诱导凋亡的抗性,从而提高了 mAb 的产量。特别是,GSPT1 敲除使 fed-batch 培养中的最大 mAb 浓度增加了 2.3 倍,在 fed-batch 培养中由于营养物的添加会自然发生高渗胁迫。总之,这个简化的筛选平台允许鉴定与高渗胁迫相关的新靶标,从而能够开发产生重组蛋白的抗应激细胞。