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利用定量时间蛋白质组学定义和靶向致癌 KRAS 抑制的适应性。

Defining and Targeting Adaptations to Oncogenic KRAS Inhibition Using Quantitative Temporal Proteomics.

机构信息

Division of Radiation and Genome Stability, Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA.

Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz 92-215, Poland.

出版信息

Cell Rep. 2020 Mar 31;30(13):4584-4599.e4. doi: 10.1016/j.celrep.2020.03.021.

Abstract

Covalent inhibitors of the KRAS oncoprotein have recently been developed and are being evaluated in clinical trials. Resistance to targeted therapies is common and may limit long-term efficacy of KRAS inhibitors (KRASi). To identify pathways of adaptation to KRASi and predict drug combinations that circumvent resistance, we use mass-spectrometry-based quantitative temporal proteomics to profile the proteomic response to KRASi in pancreatic and lung cancer 2D and 3D cellular models. We quantify 10,805 proteins, representing the most comprehensive KRASi proteome (https://manciaslab.shinyapps.io/KRASi/). Our data reveal common mechanisms of acute and long-term response between KRAS-driven tumors. Based on these proteomic data, we identify potent combinations of KRASi with phosphatidylinositol 3-kinase (PI3K), HSP90, CDK4/6, and SHP2 inhibitors, in some instances converting a cytostatic response to KRASi monotherapy to a cytotoxic response to combination treatment. Overall, using quantitative temporal proteomics, we comprehensively characterize adaptations to KRASi and identify combinatorial regimens with potential therapeutic utility.

摘要

最近已经开发出了 KRAS 癌蛋白的共价抑制剂,并正在临床试验中进行评估。对靶向治疗的耐药性很常见,可能会限制 KRAS 抑制剂 (KRASi) 的长期疗效。为了确定适应 KRASi 的途径并预测规避耐药性的药物组合,我们使用基于质谱的定量时间蛋白质组学来对胰腺和肺癌 2D 和 3D 细胞模型中对 KRASi 的蛋白质组反应进行分析。我们定量了 10805 种蛋白质,代表了最全面的 KRASi 蛋白质组(https://manciaslab.shinyapps.io/KRASi/)。我们的数据揭示了 KRAS 驱动的肿瘤之间急性和长期反应的共同机制。基于这些蛋白质组学数据,我们确定了 KRASi 与磷酸肌醇 3-激酶 (PI3K)、热休克蛋白 90 (HSP90)、细胞周期蛋白依赖性激酶 4/6 (CDK4/6) 和 SHP2 抑制剂的有效组合,在某些情况下,将 KRASi 单药治疗的细胞抑制反应转化为联合治疗的细胞毒性反应。总的来说,我们使用定量时间蛋白质组学全面描述了对 KRASi 的适应,并确定了具有潜在治疗效用的组合方案。

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