Preprocessing with Photoshop Software on Microscopic Images of A549 Cells in Epithelial-Mesenchymal Transition.

IF 0.1 4区 医学 Q4 Medicine Analytical and Quantitative Cytopathology and Histopathology Pub Date : 2015-06-01
Zhou-Xin Ren, Hai-Bin Yu, Jun-Ling Shen, Ya Li, Jian-Sheng Li
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Abstract

Objective: To establish a preprocessing method for cell morphometry in microscopic images of A549 cells in epithelial-mesenchymal transition (EMT).

Study design: Adobe Photoshop CS2 (Adobe Systems, Inc.) was used for preprocessing the images. First, all images were processed for size uniformity and high distinguishability between the cell and background area. Then, a blank image with the same size and grids was established and cross points of the grids were added into a distinct color. The blank image was merged into a processed image. In the merged images, the cells with 1 or more cross points were chosen, and then the cell areas were enclosed and were replaced in a distinct color. Except for chosen cellular areas, all areas were changed into a unique hue. Three observers quantified roundness of cells in images with the image preprocess (IPP) or without the method (Controls), respectively. Furthermore, 1 observer measured the roundness 3 times with the 2 methods, respectively. The results between IPPs and Controls were compared for repeatability and reproducibility.

Results: As compared with the Control method, among 3 observers, use of the IPP method resulted in a higher number and a higher percentage of same-chosen cells in an image. The relative average deviation values of roundness, either for 3 observers or 1 observer, were significantly higher in Controls than in IPPs (p < 0.01 or 0.001). The values of intraclass correlation coefficient, both in Single Type or Average, were higher in IPPs than in Controls both for 3 observers and 1 observer.

Conclusion: Processed with Adobe Photoshop, a chosen cell from an image was more objective, regular, and accurate, creating an increase of reproducibility and repeatability on morphometry of A549 cells in epithelial to mesenchymal transition.

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利用Photoshop软件对A549细胞上皮间质转化的显微图像进行预处理。
目的:建立A549细胞上皮-间质转化(EMT)显微图像中细胞形态测定的预处理方法。研究设计:使用Adobe Photoshop CS2 (Adobe Systems, Inc.)对图像进行预处理。首先,对所有图像进行尺寸均匀性处理,使细胞与背景区域具有较高的可分辨性。然后,建立相同尺寸和网格的空白图像,并将网格的交叉点添加为不同的颜色。将空白图像合并为处理后的图像。在合并的图像中,选择具有1个或多个交叉点的单元格,然后将单元格区域封闭并以不同的颜色替换。除了选定的细胞区域外,所有区域都变成了独特的色调。三名观察者分别用图像预处理(IPP)或不使用图像预处理(对照组)对图像中细胞的圆度进行量化。此外,1名观察者分别用两种方法测量圆度3次。比较ipp和对照的结果的重复性和再现性。结果:与Control方法相比,在3个观测者中,使用IPP方法可以使图像中相同选择的细胞数量和百分比更高。3个或1个观察者的圆度相对平均偏差值在对照组显著高于ipp组(p < 0.01或0.001)。在单型或平均组中,ipp组的组内相关系数值均高于对照组(3名观察者和1名观察者)。结论:经过Adobe Photoshop处理后,从图像中选择的细胞更加客观、规则、准确,增加了A549细胞上皮向间质转化形态测量的再现性和可重复性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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期刊介绍: AQCH is an Official Periodical of The International Academy of Cytology and the Italian Society of Urologic Pathology.
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