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首页> 外文期刊>Mathematical medicine and Biology: a journal of the IMA >A model of cell migration within the extracellular matrix based on a phenotypic switching mechanism
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A model of cell migration within the extracellular matrix based on a phenotypic switching mechanism

机译:基于表型转换机制的细胞外基质内细胞迁移模型

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摘要

Cell migration involves different mechanisms in different cell types and tissue environments. Changes in migratory behaviour have been observed experimentally and associated with phenotypic switching in various situations, such as the migration–proliferation dichotomy of glioma cells, the epithelial-mesenchymal transition or the mesenchymal–amoeboid transition of fibrosarcoma cells in the extracel-lular matrix (ECM). In the present study, we develop a modelling framework to account for changes in migratory behaviour associated with phenotypic switching. We take into account the influence of the ECM on cell motion and more particularly the alignment process along the fibers. We use a mesoscopic description to model two cell populations with different migratory properties. We derive the correspond-ing continuum (macroscopic) model by appropriate resealing, which leads to a generic reaction–diffusion system for the two cell phenotypes. We investigate phenotypic adaptation to dense and sparse environ-ments and propose two complementary transition mechanisms. We study these mechanisms by using a combination of linear stability analysis and numerical simulations. Our investigations reveal that when the cell migratory ability is reduced by a crowded environment, a diffusive instability may appear and lead to the formation of aggregates of cells of the same phenotype. Finally, we discuss the importance of the results from a biological perspective.
机译:细胞迁移涉及不同细胞类型和组织环境中的不同机制。实验观察到了迁徙行为的变化,并在各种情况下与表型转换有关,例如神经胶质瘤细胞的迁移-增殖二分法,细胞外基质(ECM)中纤维肉瘤细胞的上皮-间充质转化或间充质-类腺转化)。在本研究中,我们开发了一个建模框架来说明与表型转换相关的迁徙行为的变化。我们考虑了ECM对细胞运动的影响,尤其是沿纤维的排列过程。我们使用介观描述来建模具有不同迁移特性的两个细胞群体。通过适当的重新密封,我们得出了对应的连续体(宏观)模型,这导致了两种细胞表型的通用反应扩散系统。我们调查表型适应稠密和稀疏的环境,并提出两个互补的过渡机制。我们通过结合使用线性稳定性分析和数值模拟来研究这些机制。我们的研究表明,当拥挤的环境降低了细胞迁移能力时,可能会出现扩散不稳定性,并导致形成相同表型的细胞聚集体。最后,我们从生物学的角度讨论了结果的重要性。

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