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基于大电流离子定量蛋白质组学(IonStar)研究联合比尼帕尼和紫杉醇对胰腺癌细胞的时间效应。

Temporal Effects of Combined Birinapant and Paclitaxel on Pancreatic Cancer Cells Investigated Large-Scale, Ion-Current-Based Quantitative Proteomics (IonStar).

机构信息

From the ‡Department of Cell Stress Biology, Roswell Park Cancer Institute, Buffalo, New York 14263.

§New York State Center of Excellence in Bioinformatics and Life Sciences, New York 14203.

出版信息

Mol Cell Proteomics. 2018 Apr;17(4):655-671. doi: 10.1074/mcp.RA117.000519. Epub 2018 Jan 22.

Abstract

Despite decades of effort, pancreatic adenocarcinoma (PDAC) remains an intractable clinical challenge. An insufficient understanding of mechanisms underlying tumor cell responses to chemotherapy contributes significantly to the lack of effective treatment regimens. Here, paclitaxel, a first-line chemotherapeutic agent, was observed to interact synergistically with birinapant, a second mitochondrial-derived activator of caspases mimetic. Therefore, we investigated molecular-level drug interaction mechanisms using comprehensive, reproducible, and well-controlled ion-current-based MS1 quantification (IonStar). By analyzing 40 biological samples in a single batch, we compared temporal proteomic responses of PDAC cells treated with birinapant and paclitaxel, alone and combined. Using stringent criteria ( strict false-discovery-rate (FDR) control, two peptides/protein), we quantified 4069 unique proteins confidently (99.8% without any missing data), and 541 proteins were significantly altered in the three treatment groups, with an FDR of <1%. Interestingly, most of these proteins were altered only by combined birinapant/paclitaxel, and these predominantly represented three biological processes: mitochondrial function, cell growth and apoptosis, and cell cycle arrest. Proteins responsible for activation of oxidative phosphorylation, fatty acid β-oxidation, and inactivation of aerobic glycolysis were altered largely by combined birinapant/paclitaxel compared with single drugs, suggesting the Warburg effect, which is critical for survival and proliferation of cancer cells, was alleviated by the combination treatment. Metabolic profiling was performed to confirm substantially greater suppression of the Warburg effect by the combined agents compared with either drug alone. Immunoassays confirmed proteomic data revealing changes in apoptosis/survival signaling pathways, such as inhibition of PI3K/AKT, JAK/STAT, and MAPK/ERK signal transduction, as well as induction of G2/M arrest, and showed the drug combination induced much more apoptosis than did single agents. Overall, this in-depth, large-scale proteomics study provided novel insights into molecular mechanisms underlying synergy of combined birinapant/paclitaxel and describes a proteomics/informatics pipeline that can be applied broadly to the development of cancer drug combination regimens.

摘要

尽管已经努力了几十年,但胰腺导管腺癌(PDAC)仍然是一个难以攻克的临床挑战。人们对肿瘤细胞对化疗反应的机制的理解不足,这是导致缺乏有效治疗方案的一个重要原因。在这里,紫杉醇是一种一线化疗药物,与第二线粒体衍生的胱天蛋白酶激活剂模拟物 birinapant 联合使用具有协同作用。因此,我们使用全面、可重复和严格控制的基于离子电流的 MS1 定量(IonStar)研究了分子水平的药物相互作用机制。通过在一个批次中分析 40 个生物样本,我们比较了单独和联合使用 birinapant 和紫杉醇处理的 PDAC 细胞的时间蛋白质组学反应。使用严格的标准(严格的错误发现率(FDR)控制,两个肽/蛋白),我们有信心定量了 4069 个独特的蛋白质(没有任何缺失数据的情况下为 99.8%),并且在三个治疗组中,有 541 个蛋白质的变化具有统计学意义,FDR<1%。有趣的是,这些蛋白质中的大多数仅通过联合使用 birinapant/paclitaxel 发生改变,这些蛋白质主要代表三个生物学过程:线粒体功能、细胞生长和凋亡以及细胞周期停滞。与单独使用药物相比,负责激活氧化磷酸化、脂肪酸β-氧化和有氧糖酵解失活的蛋白质在联合使用 birinapant/paclitaxel 时发生了很大的改变,这表明对于癌细胞的存活和增殖至关重要的瓦伯格效应被联合治疗所缓解。代谢谱分析证实,与单独使用任何一种药物相比,联合药物更能显著抑制瓦伯格效应。免疫测定证实了蛋白质组学数据揭示的凋亡/存活信号通路的变化,如 PI3K/AKT、JAK/STAT 和 MAPK/ERK 信号转导的抑制,以及 G2/M 期阻滞的诱导,并且表明药物联合使用比单独使用药物诱导更多的细胞凋亡。总的来说,这项深入的、大规模的蛋白质组学研究为联合使用 birinapant/paclitaxel 的协同作用的分子机制提供了新的见解,并描述了一种蛋白质组学/信息学管道,可广泛应用于癌症药物联合方案的开发。

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