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Quantitative image analysis of gamma-H2AX foci induced by ionizing radiation applying open source programs

机译:应用开源程序电离辐射诱发的γ-H2AX焦点的定量图像分析

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Objective: To test a CellProfiler pipeline for automated counting and characterization of gamma-H2AX foci in color images of human cultured cells. Study design: A431 cells were irradiated and stained for gamma-H2AX foci detection. Sets of color images were analyzed visually, and findings were compared with those using FociCounter and CellProfiler software. Results: The CellProfiler pipeline includes some proprieties not present in FociCounter, such as the automatic detection of nuclei, the detection of touching nuclei and the rejection of nuclei that touch the border of the image. The time required for manual operation is associated with the number of images analyzed visually or by FociCounter but not for the CellProfiler program. CellProfiler reduced manual operation time and is about 4 times faster than semiautomatic detection using Foci-Counter and 10 times faster than visual counting. Conclusion: We conclude that CellProfiler and FociCounter are reliable tools for measuring gamma-H2AX foci. However, CellProfiler overcomes the limitations of the FociCounter program and is able to detect nuclei automatically, saving considerable manual operation.
机译:目的:测试CellProfiler管道以自动计数和表征人类培养细胞彩色图像中的γ-H2AX病灶。研究设计:辐照A431细胞并染色,以检测gamma-H2AX病灶。视觉分析彩色图像集,并将结果与​​使用FociCounter和CellProfiler软件的结果进行比较。结果:CellProfiler管道包括FociCounter中不存在的一些特性,例如自动检测核,检测接触核和拒绝接触图像边界的核。手动操作所需的时间与可视地或通过FociCounter分析的图像数量有关,但与CellProfiler程序无关。 CellProfiler减少了手动操作时间,比使用Foci-Counter进行半自动检测快约4倍,比目测计数快10倍。结论:我们得出结论,CellProfiler和FociCounter是测量gamma-H2AX病灶的可靠工具。但是,CellProfiler克服了FociCounter程序的局限性,并且能够自动检测核,从而节省了大量的手动操作。

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