Department of Mechanical and Biomedical Engineering, City University of Hong Kong, Kowloon, Hong Kong.
School of Creative Media, City University of Hong Kong, Kowloon, Hong Kong.
Biotechnol Bioeng. 2018 Oct;115(10):2595-2603. doi: 10.1002/bit.26783. Epub 2018 Jul 20.
Cells cultured on micropatterns exhibit a chiral orientation, which may underlie the development of left-right asymmetry in tissue microarchitectures. To investigate this phenomenon, fluorescence staining of nuclei has been used to reveal such orientation. However, for images with high cell density, analysis is difficult because of the overlapping nuclei. Here, we report an image processing method that can acquire cell orientations within dense cell populations. After initial separation based on Boolean addition of binarized images using global and adaptive thresholds, the overlapping nucleus contours in the binarized images were segmented by iteratively etching the outlines of nuclei, which allowed the orientations of each cell to be extracted from densely packed cell clusters. In applying this technique to cultured C2C12 myoblasts in micropatterned stripes on different substrates, we found an enhanced chiral orientation on glass substrate. More important, this enhanced chirality was consistently observed with increased intercellular alignment and independent of cell-cell distance or cell density, suggesting that intercellular alignment plays a role in determining the chiral orientation. By segmenting single cells with intact orientation, this technique offers an automated method for quantitative analysis with improved accuracy, providing an essential tool for studying left-right asymmetry and other morphogenic dynamics in tissue formation.
细胞在微图案上培养表现出手性取向,这可能是组织微结构左右不对称发育的基础。为了研究这种现象,已经使用细胞核荧光染色来揭示这种取向。然而,对于细胞密度较高的图像,由于细胞核的重叠,分析变得困难。在这里,我们报告了一种可以获取密集细胞群体中细胞方向的图像处理方法。在使用全局和自适应阈值对二值化图像进行布尔加法进行初始分离之后,通过迭代地腐蚀细胞核的轮廓,对二值化图像中的重叠核轮廓进行分割,从而可以从密集的细胞簇中提取每个细胞的方向。在将该技术应用于在不同基底上的微图案化条带上培养的 C2C12 成肌细胞时,我们发现玻璃基底上的手性取向增强。更重要的是,随着细胞间排列的增加,这种增强的手性始终可见,并且与细胞-细胞距离或细胞密度无关,这表明细胞间排列在确定手性取向中起作用。通过分割具有完整方向的单个细胞,该技术为定量分析提供了一种自动方法,提高了准确性,为研究组织形成中的左右不对称和其他形态发生动力学提供了重要工具。