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Quantitative analysis of insulin-like growth factor 2 receptor and insulin-like growth factor binding proteins to identify control mechanisms for insulin-like growth factor 1 receptor phosphorylation

机译:胰岛素样生长因子2受体和胰岛素样生长因子结合蛋白的定量分析,以确定胰岛素样生长因子1受体磷酸化的控制机制

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The insulin-like growth factor (IGF) system impacts cellular development by regulating proliferation, differentiation, and apoptosis, and is an attractive therapeutic target in cancer. The IGF system is complex, with two ligands (IGF1, IGF2), two receptors (IGF1R, IGF2R), and at least six high affinity IGF-binding proteins (IGFBPs) that regulate IGF ligand bioavailability. While the individual components of the IGF system are well studied, the question of how these different components integrate as a system to regulate cell behavior is less clear. To analyze the relative importance of different mechanisms that control IGF network activity, we developed a mass-action kinetic model incorporating cell surface binding, phosphorylation, and intracellular trafficking events. The model was calibrated and validated using experimental data collected from OVCAR5, an immortalized ovarian cancer cell line. We then performed model analysis to examine the ability of IGF2R or IGFBPs to counteract phosphorylation of IGF1R, a critical step for IGF network activation. This analysis suggested that IGF2R levels would need to be 320-fold greater than IGF1R in order to decrease pIGF1R by 25?%, while IGFBP levels would need to be 390-fold greater. Analysis of The Cancer Genome Atlas (TCGA) data set suggested that this level of overexpression is unlikely for IGF2R in ovarian, breast, and colon cancer. In contrast, IGFBPs can likely reach these levels, suggesting that IGFBPs are the more critical regulator of IGF1R network activity. Levels of phosphorylated IGF1R were insensitive to changes in parameters regulating the IGF2R arm of the network. Using a mass-action kinetic model, we determined that IGF2R plays a minor role in regulating the activity of IGF1R under a variety of conditions and that due to their high expression levels, IGFBPs are the dominant mechanism to regulating IGF network activation.
机译:胰岛素样生长因子(IGF)系统通过调节增殖,分化和凋亡来影响细胞发育,是癌症中有吸引力的治疗靶标。 IGF系统很复杂,具有两个配体(IGF1,IGF2),两个受体(IGF1R,IGF2R)和至少六个调节IGF配体生物利用度的高亲和力IGF结合蛋白(IGFBP)。尽管已对IGF系统的各个组件进行了深入研究,但如何将这些不同组件整合为一个调节细胞行为的系统的问题尚不清楚。为了分析控制IGF网络活动的不同机制的相对重要性,我们开发了一个包含细胞表面结合,磷酸化和细胞内运输事件的质量动力学模型。使用从永生化卵巢癌细胞系OVCAR5收集的实验数据对模型进行校准和验证。然后,我们进行了模型分析,以检查IGF2R或IGFBP抵抗IGF1R磷酸化的能力,这是IGF网络激活的关键步骤。该分析表明,IGF2R水平需要比IGF1R高320倍,才能将pIGF1R降低25%,而IGFBP水平则需要高390倍。对癌症基因组图谱(TCGA)数据集的分析表明,在卵巢癌,乳腺癌和结肠癌中,IGF2R不太可能达到这种过度表达水平。相反,IGFBP可能达到这些水平,这表明IGFBP是IGF1R网络活动的更关键的调节剂。磷酸化的IGF1R水平对调节网络IGF2R臂的参数变化不敏感。使用质量动力学模型,我们确定IGF2R在多种条件下对IGF1R活性的调节作用较小,由于其高表达水平,IGFBPs是调节IGF网络激活的主要机制。

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