PO.BCS01.02 · 生物信息与计算

尤文肉瘤亚型中可靶向的基因依赖性

Targetable gene dependencies in Ewing sarcoma subtypes

海报缩略图:尤文肉瘤亚型中可靶向的基因依赖性
编号 1413 展板 7 时间 4/20 09:00–12:00 区域 Section 3 主讲 Dusan Pesic, BS
分会场 Application of Bioinformatics to Cancer Biology 2
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作者与单位 Authors & Affiliations

Dusan Pesic1, Josh Nash1, Timmy Wen1, Pedro Lemos Ballester1, Livia Garzia2, Olivier Delattre3, David Malkin1, Adam Shlien1

1Dept. of Genetics & Genome Bio., The Hospital for Sick Children, Toronto, ON, Canada,2McGill University, Montreal, QC, Canada,3Institute Curie, Paris, France

摘要 Abstract

中文摘要
尤文肉瘤(EwS)是一种骨与软组织癌症,主要由FET::ETS融合蛋白驱动,最常见的是EWS::FLI1。虽然局限性肿瘤经多模式治疗后五年生存率为70-80%,但复发或转移性疾病的预后仍然惨淡,生存率低于30%。这凸显了对改进预后标志物和创新治疗策略的迫切需求。我们采用一种无监督分层聚类方法——RACCOON——识别出EwS的三种不同的转录亚型:EWS::FLI1高、间充质样和肌肉样。肌肉样组可能源于肌纤维浸润,形成一个独立的聚类,而队列的其余部分则沿着EWS::FLI1高与EWS::FLI1低/间充质两个极端之间的转录状态连续谱分布。在单细胞分辨率下以及在常用的临床前EwS模型中,均观察到这两个转录程序中相同的变异性。临床队列中的亚型分类揭示了显著的生存差异,间充质样肿瘤预后最差(五年总生存率<35%),转移潜能最高。在患者来源异种移植(PDX)中进行的体内实验强化了这些发现,间充质样肿瘤表现出显著更强的转移潜能。此外,来自CRISPR筛选细胞系的功能基因组学数据识别出亚型特异性的基因依赖性——Fanconi贫血通路成为EWS::FLI1高肿瘤一个有前景的治疗靶点,而间充质样肿瘤则表现出对不同转录调控因子的依赖。通过将转录组分析与功能基因组学相整合,本研究凸显了EwS的生物学和临床异质性,为其分子基础提供了新的见解,并为量身定制于特定转录亚型的个体化治疗策略铺平了道路。
查看英文原文 English abstract
Ewing sarcoma (EwS) is a bone and soft tissue cancer primarily driven by a FET::ETS fusion protein, most commonly EWS::FLI1. While localized tumors have a five-year survival rate of 70-80% with multimodal treatment, the prognosis for relapsed or metastatic disease remains dismal, with survival rates below 30%. This underscores the urgent need for improved prognostic markers and innovative therapeutic strategies. Using an unsupervised hierarchical clustering approach - RACCOON - we identified three distinct transcriptional subtypes of EwS: EWS::FLI1-high, mesenchymal-like, and muscle-like. The muscle-like group, potentially arising from myofiber infiltration, formed a separate cluster, while the remainder of the cohort was distributed along a continuum of transcriptional states between the EWS::FLI1-high and EWS::FLI1-low/mesenchymal extremes. The same variability in these two transcriptional programs was observed at single-cell resolution and across commonly used preclinical EwS models. Subtype classification in clinical cohorts revealed significant survival differences, with mesenchymal-like tumors showing the poorest prognosis (<35% five-year overall survival) and the highest metastatic potential. An in vivo experiment in patient-derived xenografts (PDXs) reinforced these findings, as mesenchymal-like tumors exhibited significantly greater metastatic potential. Additionally, functional genomics data from CRISPR-screened cell lines identified subtype-specific gene dependencies - the Fanconi anemia pathway emerged as a promising therapeutic target for EWS::FLI1-high tumors, while mesenchymal-like tumors showed reliance on distinct transcriptional regulators. By integrating transcriptomic profiling with functional genomics, this study highlights the biological and clinical heterogeneity of EwS, offering novel insights into its molecular underpinnings and paving the way for personalized treatment strategies tailored to specific transcriptional subtypes.
利益披露 Disclosure
D. Pesic, None.. J. Nash, None.. T. Wen, None.. P. Lemos Ballester, None.. L. Garzia, None.. D. Malkin, None.. A. Shlien, None.

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