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HER2过表达对乳腺癌细胞增殖影响的数学模型。

A mathematical model for the effects of HER2 overexpression on cell proliferation in breast cancer.

作者信息

Eladdadi Amina, Isaacson David

机构信息

Department of Mathematical Sciences, Rensselaer Polytechnic Institute, Troy, NY 12180, USA.

出版信息

Bull Math Biol. 2008 Aug;70(6):1707-29. doi: 10.1007/s11538-008-9315-4. Epub 2008 Jul 22.

Abstract

We present a mathematical model to study the effects of HER2 over-expression on cell proliferation in breast cancer. The model illustrates the proliferative behavior of cells as a function of HER2 and EGFR receptors numbers, and the growth factor EGF. This mathematical model comprises kinetic equations describing the cell surface binding of EGF growth factor to EGFR and HER2 receptors, coupled to a model for the dependence of cell proliferation rate on growth factor receptors binding. The simulation results from this model predict: (1) a growth advantage associated with excess HER2 receptors; (2) that HER2-over-expression is an insufficient parameter to predict the proliferation response of cancer cells to epidermal growth factors; and (3) the EGFR receptor expression level in HER2-over-expressing cells plays a key role in mediating the proliferation response to receptor-ligand signaling. This mathematical model also elucidates the interaction and roles of other model parameters in determining cell proliferation rate of HER2-over-expressing cells.

摘要

我们提出了一个数学模型,用于研究HER2过表达对乳腺癌细胞增殖的影响。该模型阐明了细胞的增殖行为是HER2和EGFR受体数量以及生长因子EGF的函数。这个数学模型包括描述EGF生长因子与EGFR和HER2受体在细胞表面结合的动力学方程,并与一个关于细胞增殖速率对生长因子受体结合依赖性的模型相耦合。该模型的模拟结果预测:(1)与过量HER2受体相关的生长优势;(2)HER2过表达不足以预测癌细胞对表皮生长因子的增殖反应;(3)HER2过表达细胞中的EGFR受体表达水平在介导对受体-配体信号的增殖反应中起关键作用。这个数学模型还阐明了其他模型参数在确定HER2过表达细胞的细胞增殖速率中的相互作用和作用。

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