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Dancing Styles of Collective Cell Migration: Image-Based Computational Analysis of JRAB/MICAL-L2

机译:集体细胞迁移的舞蹈风格:基于图像的JRAB / MICAL-L2计算分析

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摘要

Collective cell migration is observed during morphogenesis, angiogenesis, and wound healing, and this type of cell migration also contributes to efficient metastasis in some kinds of cancers. Because collectively migrating cells are much better organized than a random assemblage of individual cells, there seems to be a kind of order in migrating clusters. Extensive research has identified a large number of molecules involved in collective cell migration, and these factors have been analyzed using dramatic advances in imaging technology. To date, however, it remains unclear how myriad cells are integrated as a single unit. Recently, we observed unbalanced collective cell migrations that can be likened to either precision dancing or awa-odori, Japanese traditional dancing similar to the style at Rio Carnival, caused by the impairment of the conformational change of JRAB/MICAL-L2. This review begins with a brief history of image-based computational analyses on cell migration, explains why quantitative analysis of the stylization of collective cell behavior is difficult, and finally introduces our recent work on JRAB/MICAL-L2 as a successful example of the multidisciplinary approach combining cell biology, live imaging, and computational biology. In combination, these methods have enabled quantitative evaluations of the “dancing style” of collective cell migration.
机译:在形态发生,血管生成和伤口愈合期间观察到集体细胞迁移,并且这种类型的细胞迁移也有助于某些癌症的有效转移。因为集体迁移的细胞比单个细胞的随机组装要好得多,所以在迁移的簇中似乎存在一种秩序。广泛的研究已经确定了参与集体细胞迁移的大量分子,并且利用成像技术的巨大进步对这些因素进行了分析。然而,到目前为止,还不清楚如何将无数细胞整合为一个单元。最近,我们观察到不平衡的集体细胞迁移,可以说是精确舞蹈或awa-odori(类似于里约狂欢节上的日本传统舞蹈),原因是JRAB / MICAL-L2的构象变化受到损害。这篇综述从对细胞迁移的基于图像的计算分析的简要历史开始,解释了为何难以对集体细胞行为的定型进行定量分析,最后介绍了我们最近关于JRAB / MICAL-L2的工作,作为多学科成功的例子细胞生物学,实时成像和计算生物学相结合的方法。结合起来,这些方法可以对集体细胞迁移的“舞蹈风格”进行定量评估。

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