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药物-基因相互作用筛选与肿瘤数据分析相结合,确定最具临床相关性的癌症脆弱性,从而驱动对 PARP 抑制的敏感性。

Drug-gene Interaction Screens Coupled to Tumor Data Analyses Identify the Most Clinically Relevant Cancer Vulnerabilities Driving Sensitivity to PARP Inhibition.

机构信息

DDR Biology, Bioscience, AstraZeneca, Cambridge, United Kingdom.

Early Computational Oncology, Oncology R&D, AstraZeneca, Cambridge, United Kingdom.

出版信息

Cancer Res Commun. 2022 Oct 21;2(10):1244-1254. doi: 10.1158/2767-9764.CRC-22-0119. eCollection 2022 Oct.

Abstract

UNLABELLED

PARP inhibitors (PARPi) are currently indicated for the treatment of ovarian, breast, pancreatic, and prostate cancers harboring mutations in the tumor suppressor genes or . In the case of ovarian and prostate cancers, their classification as homologous recombination repair (HRR) deficient (HRD) or mutated also makes PARPi an available treatment option beyond or mutational status. However, identification of the most relevant genetic alterations driving the HRD phenotype has proven difficult and recent data have shown that other genetic alterations not affecting HRR are also capable of driving PARPi responses. To gain insight into the genetics driving PARPi sensitivity, we performed CRISPR-Cas9 loss-of-function screens in six PARPi-insensitive cell lines and combined the output with published PARPi datasets from eight additional cell lines. Ensuing exploration of the data identified 110 genes whose inactivation is strongly linked to sensitivity to PARPi. Parallel cell line generation of isogenic gene knockouts in ovarian and prostate cancer cell lines identified that inactivation of core HRR factors is required for driving PARPi responses comparable with the ones observed for or mutations. Moreover, pan-cancer genetic, transcriptomic, and epigenetic data analyses of these 110 genes highlight the ones most frequently inactivated in tumors, making this study a valuable resource for prospective identification of potential PARPi-responsive patient populations. Importantly, our investigations uncover gene silencing as a potential new prognostic biomarker of PARPi sensitivity in prostate cancer.

SIGNIFICANCE

This study identifies tumor genetic backgrounds where to expand the use of PARPis beyond mutations in or . This is achieved by combining the output of unbiased genome-wide loss-of-function CRISPR-Cas9 genetic screens with bioinformatics analysis of biallelic losses of the identified genes in public tumor datasets, unveiling loss of the DNA repair gene as a potential biomarker of PARPi sensitivity in prostate cancer.

摘要

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PARP 抑制剂(PARPi)目前被用于治疗卵巢癌、乳腺癌、胰腺癌和前列腺癌,这些癌症携带有肿瘤抑制基因 或 的突变。在卵巢癌和前列腺癌的情况下,它们作为同源重组修复(HRR)缺陷(HRD)或突变的分类也使得 PARPi 成为除 或 突变状态之外的另一种可用治疗选择。然而,确定最相关的遗传改变驱动 HRD 表型一直很困难,最近的数据表明,其他不影响 HRR 的遗传改变也能够驱动 PARPi 反应。为了深入了解驱动 PARPi 敏感性的遗传学,我们在六个 PARPi 不敏感的细胞系中进行了 CRISPR-Cas9 基因敲除功能丧失筛选,并将结果与另外八个细胞系的已发表的 PARPi 数据集相结合。对数据的后续探索确定了 110 个基因,其失活与对 PARPi 的敏感性强烈相关。在卵巢癌和前列腺癌细胞系中平行生成同源基因敲除细胞系,确定核心 HRR 因子的失活对于驱动与 或 突变观察到的可比的 PARPi 反应是必需的。此外,对这些 110 个基因的泛癌症遗传、转录组和表观遗传数据分析突出了在肿瘤中最常失活的基因,这使得这项研究成为有价值的资源,可用于前瞻性识别潜在的 PARPi 反应性患者群体。重要的是,我们的研究揭示了基因沉默作为前列腺癌中 PARPi 敏感性的潜在新预后生物标志物。

意义

本研究确定了扩大 PARPi 应用范围的肿瘤遗传背景,超出了 或 的突变。这是通过将无偏见的全基因组基因敲除 CRISPR-Cas9 遗传筛选的结果与公共肿瘤数据集的双等位基因缺失的鉴定基因的生物信息学分析相结合来实现的,揭示了 DNA 修复基因 的丧失可能是前列腺癌中 PARPi 敏感性的潜在生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/de63/10035383/7b2872709e4c/crc-22-0119_fig1.jpg

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