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基于微制造的癌症迁移分析的联合实验与数学方法的开发。

Combined experimental and mathematical approach for development of microfabrication-based cancer migration assay.

机构信息

Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA.

出版信息

Ann Biomed Eng. 2011 Sep;39(9):2346-59. doi: 10.1007/s10439-011-0337-y. Epub 2011 Jun 24.

Abstract

Migration of cancer cells is a key determinant of metastasis, which is correlated with poor prognosis in patients. Evidence shows that cancer cell motility is regulated by stromal cell interactions. To quantify the role of homotypic and heterotypic cell-cell interaction in migration, a two-dimensional migration assay has been developed by microfabrication techniques. Two breast cancer cell lines, MDA-MB-231 and MDA-MB-453, were used to develop micropatterns of cancer cells (cell islands) that revealed distinct migration profiles in this assay. Although the individual migration rates of these cells showed only a sevenfold difference, MDA-MB-453 islands migrated significantly lower than MDA-MB-231 islands, indicating differential regulation of migration in isolated cells vs. islands. Island size had the greatest impact on migration, primarily for MDA-MB-231 cells. Migration of MDA-MB-231 islands was decreased by interaction with homotypic cells, and significantly more by heterotypic non-cancer-associated fibroblasts. In addition, a mathematical model of island migration in multi-cellular population has been developed using Stefan-Maxwell's equation. The model showed qualitative agreement with experimental results and predicted a biphasic relation between cell densities and island sizes. The combined experimental and mathematical model can be used to quantitatively study the impact of cell-cell interactions on migration.

摘要

癌细胞的迁移是转移的关键决定因素,与患者的预后不良相关。有证据表明,癌细胞的迁移能力受间质细胞相互作用的调节。为了量化同质和异质细胞-细胞相互作用在迁移中的作用,已经开发了一种通过微制造技术的二维迁移测定法。使用两种乳腺癌细胞系 MDA-MB-231 和 MDA-MB-453 开发了癌细胞的微图案(细胞岛),在该测定法中揭示了不同的迁移特征。尽管这些细胞的个体迁移率仅相差七倍,但 MDA-MB-453 岛的迁移速度明显低于 MDA-MB-231 岛,表明在分离细胞与岛屿中对迁移的调控存在差异。岛屿大小对迁移的影响最大,主要对 MDA-MB-231 细胞的影响。与同质细胞的相互作用会降低 MDA-MB-231 岛的迁移,与非癌相关成纤维细胞的异质相互作用则会显著降低 MDA-MB-231 岛的迁移。此外,还使用 Stefan-Maxwell 方程开发了多细胞群体中岛屿迁移的数学模型。该模型与实验结果具有定性一致性,并预测了细胞密度和岛屿大小之间的双相关系。组合的实验和数学模型可用于定量研究细胞-细胞相互作用对迁移的影响。

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