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EpiTools: An Open-Source Image Analysis Toolkit for Quantifying Epithelial Growth Dynamics

机译:EpiTools:用于量化上皮生长动力学的开源图像分析工具包

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摘要

Epithelia grow and undergo extensive rearrangements to achieve their final size and shape. Imaging the dynamics of tissue growth and morphogenesis is now possible with advances in time-lapse microscopy, but a true understanding of their complexities is limited by automated image analysis tools to extract quantitative data. To overcome such limitations, we have designed a new open-source image analysis toolkit called EpiTools. It provides user-friendly graphical user interfaces for accurately segmenting and tracking the contours of cell membrane signals obtained from 4D confocal imaging. It is designed for a broad audience, especially biologists with no computer-science background. Quantitative data extraction is integrated into a larger bioimaging platform, Icy, to increase the visibility and usability of our tools. We demonstrate the usefulness of EpiTools by analyzing Drosophila wing imaginal disc growth, revealing previously overlooked properties of this dynamic tissue, such as the patterns of cellular rearrangements.
机译:上皮细胞生长并经历广泛的重排,以达到其最终大小和形状。随时间推移显微镜的发展,现在可以对组织生长和形态发生的动力学进行成像,但是对它们复杂性的真正了解受到自动图像分析工具提取定量数据的限制。为了克服这些限制,我们设计了一个新的开源图像分析工具包EpiTools。它提供了用户友好的图形用户界面,可准确地分割和跟踪从4D共聚焦成像获得的细胞膜信号的轮廓。它是为广泛的读者而设计的,尤其是没有计算机科学背景的生物学家。定量数据提取已集成到更大的生物成像平台Icy中,以提高我们工具的可视性和可用性。我们通过分析果蝇翅膀的假想椎间盘的生长,证明了EpiTools的有用性,揭示了这种动态组织先前被忽视的特性,例如细胞重排的模式。

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