通过药物-转录组学相关分析建立的应答特征确定了parp靶向治疗的亚群,并揭示了潜在的协同相互作用

Hai-xia Yang, Beibei Sun, S. Hall, Ke Xu, Liang Zhao, R. Schmid, R. Peng, F. Yao
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引用次数: 0

摘要

(1)背景:聚(adp -核糖)聚合酶(PARPs)具有多种作用,包括典型的dna损伤反应(DDR)途径。PARP抑制最初被认为是一种与携带同源重组缺陷(HRD)的癌症的合成致死相互作用,因此成为基因定义的患者亚群的关键治疗选择。最近,越来越多的证据支持将parp靶向治疗扩展到HRD之外。此外,由于PARP抑制剂(PARPi)耐药性的迅速发展,PARP靶向治疗的合成致死性途径正在被广泛研究。(2)方法:通过将临床批准的PARPi奥拉帕尼的药物反应谱与实体癌细胞(n=659)的转录组相关联,进行综合药物-转录组学分析,建立PARPi反应基因特征,然后使用独立的药物反应数据集评估其可靠性,并应用于鉴定PARPi的肿瘤亚群和与PARPi协同作用的潜在靶点。(3)结果:基于药物-转录组学相关分析,我们描绘了基因特征来预测泛实体癌细胞对奥拉帕尼的敏感性和耐药性,并通过独立的药物反应数据集证实了这一点。在进一步探索PARPi的敏感性特征时,我们发现IDH1/2(异柠檬酸脱氢酶1/2)突变的低级别胶质瘤(LGG)和neurod1驱动的小细胞肺癌(SCLC)是优先PARPi的潜在亚群,强调重新启动PARPi是一种有前途的创新策略,可以靶向这些恶性肿瘤亚型。有趣的是,在TCGA泛实体癌队列中,PARPi反应性特征与策划的HRD特征的相关性显示出高度的异质性,这表明这些预测PARPi反应性的特征与HRD无关。根据PARPi的耐药特征,我们确定了几种可能与PARPi合成的致命相互作用物,例如达沙替尼、EGFR或MEK抑制剂。(4)结论:在实体瘤中建立的PARPi应答(敏感/耐药)特征在识别parp靶向治疗的高度启动的癌症亚型以及协同增强PARPi疗效的联合靶点方面具有稳健性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Responsive signatures established by pharmaco-transcriptomic correlation analysis identifies subsets for PARP-targeted therapy and reveals potential synergistic interactors
(1) Background: Poly (ADP-ribose) polymerases (PARPs) have pleiotropic roles including canonical DNA-damage response (DDR) pathways. PARP inhibition is initially proposed as a synthetic lethal interactor with cancer harboring homologous recombination deficiency (HRD), thus becoming a key therapeutic option for genetically-defined subsets of patients. Recently, there has been increasing evidence supporting the expansion of PARP-targeted therapy beyond HRD. Besides, synthetic lethality pathways for PARP-targeted therapy are being studied extensively due to the rapidly developed resistance to PARP inhibitors (PARPi). (2) Methods: We perform integrative pharmaco-transcriptomic analyses by correlating the drug response profiles of clinically-approved PARPi olaparib with the transcriptomes of solid cancer cell lines (n=659) to establish PARPis responsive gene signatures, which are then evaluated for their reliability using independent drug response datasets, and applied to identify tumor subsets primed for PARPi and potential targets synergistically interacting with PARPi. (3) Results: Based on the pharmaco-transcriptomic correlation analysis, we delineate gene signatures to predict the sensitivity and resistance to olaparib in pan-solid cancer cells, which is confirmed by independent drug response datasets. In further exploring the PARPi sensitivity signature, we identify IDH1/2 (isocitrate dehydrogenase 1/2)-mutated low-grade glioma (LGG) and NEUROD1-driven small cell lung cancer (SCLC) as potential subsets for prioritized PARPi, highlighting relaunching PARPi as a promising and innovative strategy to target these malignancy subtypes. Interestingly, the PARPi responsive signatures display a high degree of heterogeneity in the correlation with the curated HRD signatures across TCGA pan-solid cancer cohort, suggesting that these signatures predictive of PARPi responsiveness are HRD-independent. With the PARPi resistance signature, we identified several potentially synthetic lethal interactors with PARPi, e.g. dasatinib, EGFR, or MEK inhibitors. (4) Conclusions: The established PARPi responsive (sensitive/resistant) signatures in solid tumors exhibit robustness in identifying cancer subtypes that are highly primed for PARP-targeted therapy, and combined targets that synergistically augment the efficacy of PARPi.
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