Department of Biomedical Molecular Biology, Ghent University, Ghent 9052, Belgium.
Cancer Research Institute Ghent (CRIG), Ghent University, Ghent 9000, Belgium.
Proc Natl Acad Sci U S A. 2021 Nov 23;118(47). doi: 10.1073/pnas.2115116118.
Cancer precision medicine implies identification of tumor-specific vulnerabilities associated with defined oncogenic pathways. Desmoid tumors are soft-tissue neoplasms strictly driven by Wnt signaling network hyperactivation. Despite this clearly defined genetic etiology and the strict and unique implication of the Wnt/β-catenin pathway, no specific molecular targets for these tumors have been identified. To address this caveat, we developed fast, efficient, and penetrant genetic desmoid tumor models to identify and characterize drug targets. We used multiplexed CRISPR/Cas9 genome editing in these models to simultaneously target a tumor suppressor gene () and candidate dependency genes. Our methodology CRISPR/Cas9 selection-mediated identification of dependencies (CRISPR-SID) uses calculated deviations between experimentally observed gene editing outcomes and deep-learning-predicted double-strand break repair patterns to identify genes under negative selection during tumorigenesis. This revealed and , both encoding polycomb repressive complex 2 components, and the transcription factor as genetic dependencies for desmoid tumors. In vivo EZH2 inhibition by Tazemetostat induced partial regression of established autochthonous tumors. In vitro models of patient desmoid tumor cells revealed a direct effect of Tazemetostat on Wnt pathway activity. CRISPR-SID represents a potent approach for in vivo mapping of tumor vulnerabilities and drug target identification.
癌症精准医学意味着鉴定与明确致癌途径相关的肿瘤特异性弱点。硬纤维瘤是一种由 Wnt 信号网络过度激活所驱动的软组织肿瘤。尽管具有明确的遗传病因,Wnt/β-catenin 途径的严格和独特影响,但尚未确定这些肿瘤的特定分子靶点。为了解决这一难题,我们开发了快速、高效和有穿透力的遗传硬纤维瘤模型,以鉴定和表征药物靶点。我们在这些模型中使用了多重 CRISPR/Cas9 基因组编辑,同时靶向一个肿瘤抑制基因 () 和候选依赖性基因。我们的方法 CRISPR/Cas9 选择介导的依赖性鉴定 (CRISPR-SID) 使用计算得出的实验观察到的基因编辑结果与深度学习预测的双链断裂修复模式之间的偏差,来鉴定在肿瘤发生过程中受到负选择的基因。这揭示了 和 ,它们都编码多梳抑制复合物 2 成分,以及转录因子 作为硬纤维瘤的遗传依赖性基因。Tazemetostat 通过抑制 EZH2 在体内诱导已建立的同源肿瘤的部分消退。患者硬纤维瘤细胞的体外模型揭示了 Tazemetostat 对 Wnt 途径活性的直接影响。CRISPR-SID 代表了一种强大的体内肿瘤脆弱性映射和药物靶点鉴定方法。