Rebecca Vito W, Wood Elizabeth, Fedorenko Inna V, Paraiso Kim H T, Haarberg H Eirik, Chen Yi, Xiang Yun, Sarnaik Amod, Gibney Geoffrey T, Sondak Vernon K, Koomen John M, Smalley Keiran S M
From the ‡Departments of Molecular Oncology.
¶Cutaneous Oncology.
Mol Cell Proteomics. 2014 Jul;13(7):1844-54. doi: 10.1074/mcp.M113.037424. Epub 2014 Apr 23.
The evolution of cancer therapy into complex regimens with multiple drugs requires novel approaches for the development and evaluation of companion biomarkers. Liquid chromatography-multiple reaction monitoring mass spectrometry (LC-MRM) is a versatile platform for biomarker measurement. In this study, we describe the development and use of the LC-MRM platform to study the adaptive signaling responses of melanoma cells to inhibitors of HSP90 (XL888) and MEK (AZD6244). XL888 had good anti-tumor activity against NRAS mutant melanoma cell lines as well as BRAF mutant cells with acquired resistance to BRAF inhibitors both in vitro and in vivo. LC-MRM analysis showed HSP90 inhibition to be associated with decreased expression of multiple receptor tyrosine kinases, modules in the PI3K/AKT/mammalian target of rapamycin pathway, and the MAPK/CDK4 signaling axis in NRAS mutant melanoma cell lines and the inhibition of PI3K/AKT signaling in BRAF mutant melanoma xenografts with acquired vemurafenib resistance. The LC-MRM approach targeting more than 80 cancer signaling proteins was highly sensitive and could be applied to fine needle aspirates from xenografts and clinical melanoma specimens (using 50 μg of total protein). We further showed MEK inhibition to be associated with signaling through the NFκB and WNT signaling pathways, as well as increased receptor tyrosine kinase expression and activation. Validation studies identified PDGF receptor β signaling as a potential escape mechanism from MEK inhibition, which could be overcome through combined use of AZD6244 and the PDGF receptor inhibitor, crenolanib. Together, our studies show LC-MRM to have unique value as a platform for the systems level understanding of the molecular mechanisms of drug response and therapeutic escape. This work provides the proof-of-principle for the future development of LC-MRM assays for monitoring drug responses in the clinic.
癌症治疗向包含多种药物的复杂治疗方案的演变,需要开发和评估伴随生物标志物的新方法。液相色谱 - 多反应监测质谱法(LC - MRM)是一种用于生物标志物测量的通用平台。在本研究中,我们描述了LC - MRM平台的开发及应用,以研究黑色素瘤细胞对HSP90抑制剂(XL888)和MEK抑制剂(AZD6244)的适应性信号反应。XL888在体外和体内对NRAS突变型黑色素瘤细胞系以及对BRAF抑制剂产生获得性耐药的BRAF突变细胞均具有良好的抗肿瘤活性。LC - MRM分析表明,HSP90抑制与NRAS突变型黑色素瘤细胞系中多种受体酪氨酸激酶、PI3K/AKT/雷帕霉素哺乳动物靶标途径中的模块以及MAPK/CDK4信号轴的表达降低相关,并且与获得性维莫非尼耐药的BRAF突变型黑色素瘤异种移植物中PI3K/AKT信号的抑制相关。针对80多种癌症信号蛋白的LC - MRM方法具有高度敏感性,可应用于异种移植物和临床黑色素瘤标本的细针穿刺抽吸物(使用50μg总蛋白)。我们进一步表明,MEK抑制与通过NFκB和WNT信号通路的信号传导以及受体酪氨酸激酶表达和激活增加相关。验证研究确定血小板衍生生长因子受体β信号传导是MEK抑制的一种潜在逃逸机制,可通过联合使用AZD6244和血小板衍生生长因子受体抑制剂克伦洛尼来克服。总之,我们的研究表明LC - MRM作为一个平台,对于从系统层面理解药物反应和治疗逃逸的分子机制具有独特价值。这项工作为未来开发用于临床监测药物反应的LC - MRM检测方法提供了原理证明。