Program of Bioinformatics, University of Michigan Medical Center, Ann Arbor, MI 48109-0650, USA.
Proteomics. 2011 Dec;11(23):4529-40. doi: 10.1002/pmic.201000730. Epub 2011 Oct 24.
Notch signaling has been demonstrated to have a central role in glioblastoma (GBM) cancer stem cells (CSCs) and we have demonstrated recently that Notch pathway blockade by γ-secretase inhibitor (GSI) depletes GBM CSCs and prevents tumor propagation both in vitro and in vivo. In order to understand the proteome alterations involved in this transformation, a dose-dependent quantitative mass spectrometry (MS)-based proteomic study has been performed based on the global proteome profiling and a target verification phase where both Immunoassay and a multiple reaction monitoring (MRM) assay are employed. The selection of putative protein candidates for confirmation poses a challenge due to the large number of identifications from the discovery phase. A multilevel filtering strategy together with literature mining is adopted to transmit the most confident candidates along the pipeline. Our results indicate that treating GBM CSCs with GSI induces a phenotype transformation towards non-tumorigenic cells with decreased proliferation and increased differentiation, as well as elevated apoptosis. Suppressed glucose metabolism and attenuated NFR2-mediated oxidative stress response are also suggested from our data, possibly due to their crosstalk with Notch Signaling. Overall, this quantitative proteomic-based dose-dependent work complements our current understanding of the altered signaling events occurring upon the treatment of GSI in GBM CSCs.
Notch 信号通路被证明在胶质母细胞瘤(GBM)癌症干细胞(CSC)中具有核心作用,我们最近已经证明,通过 γ-分泌酶抑制剂(GSI)阻断 Notch 通路可以耗尽 GBM CSC,并在体外和体内阻止肿瘤的增殖。为了了解涉及这种转化的蛋白质组变化,我们进行了基于全局蛋白质组谱的剂量依赖性定量质谱(MS)蛋白质组学研究,以及免疫测定和多重反应监测(MRM)测定的目标验证阶段。由于发现阶段的鉴定数量众多,因此选择用于确认的假定蛋白质候选物具有挑战性。我们采用多级过滤策略和文献挖掘来沿管道传递最可信的候选物。我们的结果表明,用 GSI 处理 GBM CSC 会诱导向非致瘤细胞的表型转化,表现为增殖减少、分化增加以及凋亡增加。我们的数据还表明,葡萄糖代谢受到抑制,NFR2 介导的氧化应激反应减弱,这可能是由于它们与 Notch 信号通路的相互作用。总的来说,这项基于定量蛋白质组学的剂量依赖性工作补充了我们目前对 GSI 处理 GBM CSC 时发生的信号事件变化的理解。