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Noninvasive in vivo mapping of intracellular signaling proteins using a pairing of targeted and untargeted fluorescently labeled small molecule kinase inhibitors

机译:使用对靶向和未明确的荧光标记的小分子激酶抑制剂的配对的细胞内信号蛋白的体内测绘的非侵入性

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Small molecule kinase inhibitors (SMKIs) drugs have the potential to offer exquisite specificity in controllingaberrant intracellular signaling pathways in cancer and other disease states. However, while nearly 50 SMKIshave been FDA-approved, patient responses have been variable, and sensitive populations not easy toidentify. For instance, in non-small-cell lung cancer, only 30% of patients respond to the epidermal growthfactor receptor (EGFR) targeted SMKI, erlotinib, yet the level of erlotinib uptake is a poor indicator oftreatment efficacy. The development of fluorescently-labeled SMKIs that maintain their viability as drugshas facilitated the use of paired-agent molecular imaging protocols that are able to discriminate, in vivo,between imaging agent uptake and binding. Here we present a mathematical framework of SMKI transportand binding, in vivo, and derive a kinetic model for extracting SMKI binding potential (BP) from kineticfluorescent-SMKI imaging data—proposed as a more effective indicator of potential therapeutic responsethan SMKI uptake alone. The accuracy and precision of the SMKI BP kinetic model was demonstrated insimulation studies and in an in ovo xenograft experiment. In simulation, the SMKI BP estimates were within20 5% of expected values over a large range of physiologically relevant blood flow, vascular permeabilityand cell permeability; and over a range of SMKI affinity, cell membrane permeability, and blood plasmapharmacokinetics. The in ovo experiment bolstered the simulation findings, demonstrating a statisticallysignificant spatial correlation (r > 0.9, p < 0.01) between EGFR concentration measured by a validatedextracellular approach and the SMKI BP approach.
机译:小分子激酶抑制剂(SMKIS)药物有可能在控制方面提供精致的特异性癌症和其他疾病状态中异常的细胞内信号传导途径。但是,虽然近50个SMKIS已被FDA批准,患者反应是可变的,敏感的人群不容易确认。例如,在非小细胞肺癌中,只有30%的患者反应表皮生长因子受体(EGFR)靶向SMKI,ERLOTINIB,但厄洛替尼的水平吸收是一种差的指标治疗效果。荧光标记的SMKIS的发展,将其作为药物保持活力促进了能够在体内区分的配对试剂分子成像协议的使用,成像剂摄取和绑定之间。在这里,我们提出了SMKI运输的数学框架在体内和绑定,并导出用于从动力学中提取SMKI结合潜力(BP)的动力学模型荧光 - SMKI成像数据 - 建议作为潜在治疗反应的更有效指标而不是SMKI吸收。 SMKI BP动力学模型的准确性和精度在仿真研究与卵黄外移植实验。在仿真中,SMKI BP估计在内在大范围的生理相关血液流动,血管渗透性的预期值中的20%5%和细胞渗透率;在一系列的SMKI亲和力,细胞膜渗透性和血液血浆药代动力学。 OVO实验支持模拟结果,统计上展示通过验证测量的EGFR浓度之间的显着的空间相关性(R> 0.9,P <0.01)细胞外方法和SMKI BP方法。

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