Sage Bionetworks, Seattle, WA, United States of America.
University of North Carolina School of Medicine, Chapel Hill, NC, United States of America.
PLoS One. 2018 Jun 13;13(6):e0197350. doi: 10.1371/journal.pone.0197350. eCollection 2018.
Neurofibromatosis 2 (NF2) is a rare tumor suppressor syndrome that manifests with multiple schwannomas and meningiomas. There are no effective drug therapies for these benign tumors and conventional therapies have limited efficacy. Various model systems have been created and several drug targets have been implicated in NF2-driven tumorigenesis based on known effects of the absence of merlin, the product of the NF2 gene. We tested priority compounds based on known biology with traditional dose-concentration studies in meningioma and schwann cell systems. Concurrently, we studied functional kinome and gene expression in these cells pre- and post-treatment to determine merlin deficient molecular phenotypes. Cell viability results showed that three agents (GSK2126458, Panobinostat, CUDC-907) had the greatest activity across schwannoma and meningioma cell systems, but merlin status did not significantly influence response. In vivo, drug effect was tumor specific with meningioma, but not schwannoma, showing response to GSK2126458 and Panobinostat. In culture, changes in both the transcriptome and kinome in response to treatment clustered predominantly based on tumor type. However, there were differences in both gene expression and functional kinome at baseline between meningioma and schwannoma cell systems that may form the basis for future selective therapies. This work has created an openly accessible resource (www.synapse.org/SynodosNF2) of fully characterized isogenic schwannoma and meningioma cell systems as well as a rich data source of kinome and transcriptome data from these assay systems before and after treatment that enables single and combination drug discovery based on molecular phenotype.
神经纤维瘤病 2 型(NF2)是一种罕见的肿瘤抑制综合征,表现为多发性神经鞘瘤和脑膜瘤。目前尚无针对这些良性肿瘤的有效药物治疗方法,传统治疗方法的疗效有限。已经创建了各种模型系统,并根据 merlin(NF2 基因产物)缺失的已知影响,确定了几种药物靶点与 NF2 驱动的肿瘤发生有关。我们根据已知生物学原理,在脑膜瘤和 schwann 细胞系统中进行了传统的剂量-浓度研究,测试了优先化合物。同时,我们在治疗前后研究了这些细胞中的功能激酶组和基因表达,以确定 merlin 缺失的分子表型。细胞活力结果表明,三种药物(GSK2126458、帕比司他、CUDC-907)在 schwannoma 和脑膜瘤细胞系统中具有最大的活性,但 merlin 状态对反应没有显著影响。在体内,药物作用具有肿瘤特异性,脑膜瘤对 GSK2126458 和帕比司他有反应,但 schwannoma 没有反应。在培养中,治疗后转录组和激酶组的变化主要基于肿瘤类型聚类。然而,脑膜瘤和 schwannoma 细胞系统之间在基线时的基因表达和功能激酶组存在差异,这可能为未来的选择性治疗奠定基础。这项工作创建了一个公开可访问的资源(www.synapse.org/SynodosNF2),其中包含完全表征的同基因 schwannoma 和脑膜瘤细胞系统,以及这些检测系统在治疗前后的激酶组和转录组数据丰富的资源,可基于分子表型进行单一和联合药物发现。