De Marco Federico, Sebastian Ivy Rose, Napoleone Antonino, Molin Alexander, Riedl Markus, Bydlinski Nina, Motheramgari Krishna, Hussein Mohamed K, Kramer Lovro, Kelly Thomas, Jostock Thomas, Borth Nicole
Austrian Centre of Industrial Biotechnology (acib GmbH), Graz, Austria; University of Natural Resources and Life Sciences (BOKU), Vienna, Austria.
University of Natural Resources and Life Sciences (BOKU), Vienna, Austria.
Metab Eng. 2025 Nov;92:194-207. doi: 10.1016/j.ymben.2025.08.007. Epub 2025 Aug 18.
The biopharmaceutical sector relies on CHO cells to investigate biological processes and as the preferred host for production of biotherapeutics. Simultaneously, advancements in CHO cell genome assembly have provided insights for developing sophisticated genetic engineering strategies. While the majority of these efforts have focused on coding genes, with some interest in transcribed non-coding RNAs (e.g., microRNAs and lncRNAs), there remains a lack of genome-wide systematic studies that precisely examine the remaining 90 % of the genome and its impact on cellular phenotypes. This unannotated "dark matter" includes regulatory elements and other poorly characterized genomic features that may be potentially critical for cell behaviour. In this study, we deployed a genome-scale CRISPR screening platform with 112,272 paired guide RNAs targeting 14,034 genomic regions for complete deletion of 150 kb long sections. This platform enabled the execution of a negative screen that selectively identified dying cells to determine regions essential for cell survival. By using paired gRNAs, we overcame the intrinsic limitations of traditional frameshift strategies, which will likely have little or no effect on the non-coding genome. This study revealed 427 regions essential for CHO cell survival, many of which currently lack gene annotation or known functions. For these regions, we present their annotation status, transcriptional activity and annotated chromatin states. Selected regions, particularly those lacking all of the above, were individually deleted to confirm their essentiality. This work sheds a novel light on a substantial portion of the mammalian genome that has been traditionally difficult to investigate and therefore neglected. Notably, the fact that the deletion of some of these regions is lethal to cells suggests they encode critical regulatory functions. A better genome-wide understanding of these functions could open new avenues for engineering cells with improved bioprocess relevant properties.
生物制药行业依靠中国仓鼠卵巢(CHO)细胞来研究生物过程,并将其作为生产生物治疗药物的首选宿主。同时,CHO细胞基因组组装技术的进步为开发复杂的基因工程策略提供了思路。虽然这些努力大多集中在编码基因上,对转录的非编码RNA(如微小RNA和长链非编码RNA)也有一定兴趣,但仍缺乏全基因组范围的系统研究来精确检查基因组其余90%的区域及其对细胞表型的影响。这种未注释的“暗物质”包括调控元件和其他特征 poorly characterized genomic features 尚不明确的基因组特征,它们可能对细胞行为至关重要。在本研究中,我们部署了一个全基因组规模的CRISPR筛选平台,该平台有112,272对导向RNA,靶向14,034个基因组区域,用于完全删除150 kb长的片段。这个平台能够进行阴性筛选,选择性地识别即将死亡的细胞,以确定细胞存活所必需的区域。通过使用成对的导向RNA,我们克服了传统移码策略的内在局限性,而传统策略可能对非编码基因组几乎没有影响。这项研究揭示了427个对CHO细胞存活至关重要的区域,其中许多区域目前缺乏基因注释或已知功能。对于这些区域,我们展示了它们的注释状态、转录活性和注释的染色质状态。对选定的区域,特别是那些缺乏上述所有特征的区域,进行单独删除以确认其必要性。这项工作为传统上难以研究因而被忽视的哺乳动物基因组的很大一部分提供了新的认识。值得注意的是,删除其中一些区域对细胞是致命的,这表明它们编码关键的调控功能。从全基因组角度更好地理解这些功能可能为工程改造具有更好生物工艺相关特性的细胞开辟新途径。