Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK.
European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK.
Genome Biol. 2019 Feb 5;20(1):27. doi: 10.1186/s13059-019-1637-z.
CRISPR-Cas9 genome editing is widely used to study gene function, from basic biology to biomedical research. Structural rearrangements are a ubiquitous feature of cancer cells and their impact on the functional consequences of CRISPR-Cas9 gene-editing has not yet been assessed.
Utilizing CRISPR-Cas9 knockout screens for 250 cancer cell lines, we demonstrate that targeting structurally rearranged regions, in particular tandem or interspersed amplifications, is highly detrimental to cellular fitness in a gene-independent manner. In contrast, amplifications caused by whole chromosomal duplication have little to no impact on fitness. This effect is cell line specific and dependent on the ploidy status. We devise a copy-number ratio metric that substantially improves the detection of gene-independent cell fitness effects in CRISPR-Cas9 screens. Furthermore, we develop a computational tool, called Crispy, to account for these effects on a single sample basis and provide corrected gene fitness effects.
Our analysis demonstrates the importance of structural rearrangements in mediating the effect of CRISPR-Cas9-induced DNA damage, with implications for the use of CRISPR-Cas9 gene-editing in cancer cells.
CRISPR-Cas9 基因组编辑被广泛用于研究基因功能,从基础生物学到生物医学研究。结构重排是癌细胞的一个普遍特征,但其对 CRISPR-Cas9 基因编辑功能后果的影响尚未得到评估。
我们利用 CRISPR-Cas9 敲除筛选了 250 种癌细胞系,证明靶向结构重排区域,特别是串联或散布扩增,以基因独立的方式对细胞适应性具有高度危害性。相比之下,由整个染色体复制引起的扩增对适应性几乎没有影响。这种效应是细胞系特异性的,并依赖于ploidy 状态。我们设计了一种拷贝数比指标,可大大提高 CRISPR-Cas9 筛选中对基因独立细胞适应性影响的检测。此外,我们开发了一种名为 Crispy 的计算工具,可在单个样本的基础上考虑这些影响,并提供校正后的基因适应性效应。
我们的分析表明结构重排在介导 CRISPR-Cas9 诱导的 DNA 损伤效应中的重要性,这对在癌细胞中使用 CRISPR-Cas9 基因编辑具有重要意义。