Translational Cancer Genomics, Wellcome Sanger Institute, Hinxton, UK.
Cancer Genome Editing, Wellcome Sanger Institute, Hinxton, UK.
Nat Genet. 2024 Nov;56(11):2479-2492. doi: 10.1038/s41588-024-01948-8. Epub 2024 Oct 18.
Drug resistance is a principal limitation to the long-term efficacy of cancer therapies. Cancer genome sequencing can retrospectively delineate the genetic basis of drug resistance, but this requires large numbers of post-treatment samples to nominate causal variants. Here we prospectively identify genetic mechanisms of resistance to ten oncology drugs from CRISPR base editing mutagenesis screens in four cancer cell lines using a guide RNA library predicted to install 32,476 variants in 11 cancer genes. We identify four functional classes of protein variants modulating drug sensitivity and use single-cell transcriptomics to reveal how these variants operate through distinct mechanisms, including eliciting a drug-addicted cell state. We identify variants that can be targeted with alternative inhibitors to overcome resistance and functionally validate an epidermal growth factor receptor (EGFR) variant that sensitizes lung cancer cells to EGFR inhibitors. Our variant-to-function map has implications for patient stratification, therapy combinations and drug scheduling in cancer treatment.
耐药性是癌症治疗长期疗效的主要限制因素。癌症基因组测序可以追溯性地描绘耐药性的遗传基础,但这需要大量的治疗后样本才能确定因果变异。在这里,我们通过在四个癌细胞系中进行 CRISPR 碱基编辑诱变筛选的向导 RNA 文库,前瞻性地鉴定了十种肿瘤药物耐药的遗传机制,该文库预计会在 11 个癌症基因中引入 32476 种变体。我们鉴定了四种调节药物敏感性的蛋白质变异体功能类别,并使用单细胞转录组学揭示了这些变异体如何通过不同的机制起作用,包括引发药物成瘾的细胞状态。我们鉴定了可以用替代抑制剂靶向的变体来克服耐药性,并在功能上验证了一种表皮生长因子受体 (EGFR) 变体,该变体使肺癌细胞对 EGFR 抑制剂敏感。我们的变体-功能图谱对癌症治疗中的患者分层、治疗组合和药物安排具有重要意义。