Tsafou Kalliopi, Katschnig Anna Maria, Radic-Sarikas Branka, Mutz Cornelia Noëlle, Iljin Kristiina, Schwentner Raphaela, Kauer Maximilian O, Mühlbacher Karin, Aryee Dave N T, Westergaard David, Haapa-Paananen Saija, Fey Vidal, Superti-Furga Giulio, Toretsky Jeffrey, Brunak Søren, Kovar Heinrich
Disease Systems Biology, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Current address: Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Oncotarget. 2018 Jul 24;9(57):31018-31031. doi: 10.18632/oncotarget.25760.
Ewing sarcoma (EwS) is an aggressive pediatric bone cancer in need of more effective therapies than currently available. Most research into novel targeted therapeutic approaches is focused on the fusion oncogene , which is the genetic hallmark of this disease. In this study, a broad range of 3,325 experimental compounds, among them FDA approved drugs and natural products, were screened for their effect on EwS cell viability depending on EWS-FLI1 expression. In a network-based approach we integrated the results from drug perturbation screens and RNA sequencing, comparing EWS-FLI1-high (normal expression) with EWS-FLI1-low (knockdown) conditions, revealing novel interactions between compounds and EWS-FLI1 associated biological processes. The top candidate list of druggable EWS-FLI1 targets included genes involved in translation, histone modification, microtubule structure, topoisomerase activity as well as apoptosis regulation. We confirmed our results using viability and apoptosis assays, underlining the applicability of our integrative and systemic approach. We identified differential sensitivities of Ewing sarcoma cells to BCL-2 family inhibitors dependent on the EWS-FLI1 regulome including altered MCL-1 expression and subcellular localization. This study facilitates the selection of effective targeted approaches for future combinatorial therapies of patients suffering from Ewing sarcoma.
尤因肉瘤(EwS)是一种侵袭性儿童骨癌,需要比现有疗法更有效的治疗方法。大多数针对新型靶向治疗方法的研究都集中在融合致癌基因上,这是该疾病的基因标志。在本研究中,根据EWS-FLI1的表达情况,对3325种实验化合物(包括FDA批准的药物和天然产物)进行了广泛筛选,以考察它们对尤因肉瘤细胞活力的影响。我们采用基于网络的方法,整合了药物干扰筛选和RNA测序的结果,比较了EWS-FLI1高表达(正常表达)与EWS-FLI1低表达(敲低)的情况,揭示了化合物与EWS-FLI1相关生物学过程之间的新相互作用。EWS-FLI1可成药靶点的顶级候选名单包括参与翻译、组蛋白修饰、微管结构、拓扑异构酶活性以及细胞凋亡调控的基因。我们通过细胞活力和凋亡检测证实了我们的结果,强调了我们综合和系统方法的适用性。我们发现尤因肉瘤细胞对BCL-2家族抑制剂的敏感性差异取决于EWS-FLI1调控组,包括MCL-1表达和亚细胞定位的改变。本研究有助于为尤因肉瘤患者未来的联合治疗选择有效的靶向方法。