Spanjaard Emma, Smal Ihor, Angelopoulos Nicos, Verlaan Ingrid, Matov Alexandre, Meijering Erik, Wessels Lodewyk, Bos Hans, de Rooij Johan
Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, The Netherlands.
Departments of Medical Informatics and Radiology, Erasmus MC - University Medical Center Rotterdam, Rotterdam, The Netherlands.
Exp Cell Res. 2015 Jan 15;330(2):382-397. doi: 10.1016/j.yexcr.2014.10.012. Epub 2014 Oct 31.
Cell migration is crucial in development, tissue repair and immunity and frequently aberrant in pathological processes including tumor metastasis. Focal adhesions (FAs) are integrin-based adhesion complexes that form the link between the cytoskeleton and the extracellular matrix and are thought to orchestrate cell migration. Understanding the regulation of FAs by (oncogenic) signaling pathways may identify strategies to target pathological cell migration. Here we describe the development of a robust FA tracker that enables the automatic, multi-parametric analysis of FA dynamics, morphology and composition from time-lapse image series generated by total internal reflection fluorescence (TIRF) microscopy. In control prostate carcinoma cells, this software recapitulates previous findings that relate morphological characteristics of FAs to their lifetime and their cellular location. We then investigated how FAs are altered when cell migration is induced by the metastasis-promoting hormone HGF and subsequently inhibited by activation of the small GTPase Rap1. We performed a detailed analysis of individual FA parameters, which identified FA size, sliding and intensity as primary targets of Rap1. HGF did not have strong effects on any of the FA parameters within the first hours of its addition. Subsequent Bayesian network inference (BNI), using all measured parameters as input, revealed little correlation between changes in cell migration and FA characteristics in this prostate carcinoma cell line. Instead BNI indicated a concerted coordination of cell size and FA parameters. Thus our results did not reveal a direct relation between the regulation of cell migration and the regulation of FA dynamics.
细胞迁移在发育、组织修复和免疫过程中至关重要,而在包括肿瘤转移在内的病理过程中则常常出现异常。粘着斑(FAs)是基于整合素的粘附复合物,形成细胞骨架与细胞外基质之间的连接,被认为在协调细胞迁移中发挥作用。了解(致癌)信号通路对粘着斑的调控可能有助于确定针对病理性细胞迁移的策略。在此,我们描述了一种强大的粘着斑追踪器的开发,它能够对全内反射荧光(TIRF)显微镜生成的延时图像序列中的粘着斑动力学、形态和组成进行自动的多参数分析。在对照前列腺癌细胞中,该软件重现了先前关于粘着斑形态特征与其寿命及细胞位置之间关系的研究结果。然后,我们研究了促转移激素HGF诱导细胞迁移时粘着斑如何变化,以及随后小GTP酶Rap1激活对其的抑制作用。我们对各个粘着斑参数进行了详细分析,确定粘着斑大小、滑动和强度是Rap1的主要作用靶点。在添加HGF后的最初几个小时内,它对任何粘着斑参数都没有强烈影响。随后,使用所有测量参数作为输入的贝叶斯网络推理(BNI)显示,在该前列腺癌细胞系中,细胞迁移变化与粘着斑特征之间几乎没有相关性。相反,BNI表明细胞大小与粘着斑参数之间存在协同协调关系。因此,我们的结果并未揭示细胞迁移调控与粘着斑动力学调控之间的直接关系。