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Applications of FLIKA, a Python-based image processing and analysis platform, for studying local events of cellular calcium signaling

机译:Flika,一种基于Python的图像处理和分析平台的应用,用于研究蜂窝钙信号的局部事件

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The patterning of cytosolic Ca2+ signals underlies their ubiquitous ability to specifically regulate numerous cellular processes. Advances in fluorescence microscopy have made it possible to image these signals with unprecedented temporal and spatial resolution. However, this is a double-edged sword, as the resulting enormous data sets necessitate development of software to automate image processing and analysis. Here, we describe Flika, an open source, graphical user interface program written in the Python environment that contains a suite of built-in image processing tools to enable intuitive visualization of image data and analysis. We illustrate the utility and power of Flika by three applications for studying cellular Ca2+ signaling: a script for measuring single-cell global Ca2+ signals; a plugin for the detection, localization and analysis of subcellular Ca2+ puffs; and a script that implements a novel approach for fluctuation analysis of transient, local Ca2+ fluorescence signals. This article is part of a Special Issue entitled: ECS Meeting edited by Claus Heizmann, Joachim Krebs and Jacques Haiech.
机译:细胞溶质CA2 +信号的图案介绍了它们无处不在的特异性调节许多细胞过程的能力。荧光显微镜的进步使得可以以前所未有的时间和空间分辨率来将这些信号图像图像。然而,这是一个双刃剑,因为所产生的巨大的数据集需要开发软件以自动化图像处理和分析。在这里,我们描述了Flika,一个开源,在Python环境中编写的图形用户界面程序,其中包含一套内置图像处理工具,以实现图像数据和分析的直观可视化。我们通过三种应用来研究蜂窝CA2 +信令的三个应用程序的效用和力量:用于测量单电池全局CA2 +信号的脚本;用于亚细胞Ca2 +泡芙的检测,定位和分析的插件;和一个脚本实现瞬态,局部CA2 +荧光信号的波动分析的新方法。本文是题为特殊问题的一部分:由克劳斯希律班,何阿纳姆克雷布斯和雅克海运编辑的ECS会议。

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