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首页> 外文期刊>Frontiers in Cell and Developmental Biology >An Integrative and Modular Framework to Recapitulate Emergent Behavior in Cell Migration
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An Integrative and Modular Framework to Recapitulate Emergent Behavior in Cell Migration

机译:一种综合和模块化框架,可重新构建细胞迁移中的紧急行为

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Cell migration has been a subject of study in a broad variety of biological systems, from morphogenetic events during development to cancer progression. In this work, we describe single-cell movement in a modular framework from which we simulated the collective behavior of glioblastoma (GBM) cells, the most prevalent and malignant primary brain tumor. Here, cells are spatially closely packed and organized in 3D structures and they migrate away from the colony in different patterns. Our integrative model considers the most relevant mechanisms involved in cell migration: chemotaxis of attractant factor, mechanical interactions and random movement. Our simulations fitted and reproduce the emergent behavior of the cell colonies in a set of migration assays where single-cell trajectories were tracked. We also predicted the effect of migration inhibition on the colonies from simple experimental characterization. The development of tools that allow complementing molecular knowledge in migratory cell behavior is relevant for understanding essential cellular processes, both physiological (such as organ formation, tissue regeneration among others) and pathological. Overall, this is a versatile tool that has proven to predict individual and collective behavior on GBM cells, but that can be applied to a broad variety of scenarios.
机译:细胞迁移是在多种生物系统中研究的主题,从发育到癌症进展过程中的形态发生事件。在这项工作中,我们描述了模块化框架中的单细胞运动,我们模拟了胶质母细胞,最普遍和恶性原发性脑肿瘤的集体行为。这里,细胞在空间上紧密堆积并以3D结构组织,并且它们以不同的图案迁移远离殖民地。我们的综合模型考虑了细胞迁移中所涉及的最相关的机制:引诱剂因子,机械相互作用和随机运动的趋化性。我们的模拟在一组迁移测定中拟合并再现细胞菌落的紧急行为,其中跟踪单细胞轨迹。我们还预测了迁移抑制对来自简单实验表征的菌落的影响。允许补充迁移细胞行为中分子知识的工具的开发与理解基本细胞过程,生理(如器官形成,组织再生等)和病理学。总的来说,这是一个多功能的工具,已被证明可以预测GBM细胞上的个人和集体行为,但这可以应用于各种各样的情景。

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