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用于早期癌症诊断的光学投影断层显微镜三维DNA图像细胞术

Three-dimensional DNA image cytometry by optical projection tomographic microscopy for early cancer diagnosis.

作者信息

Agarwal Nitin, Biancardi Alberto M, Patten Florence W, Reeves Anthony P, Seibel Eric J

机构信息

University of Washington , Human Photonics Laboratory, Department of Bioengineering, 204 Fluke Hall, Seattle, Washington 98195.

Cornell University , Vision & Image Analysis Group, School of Electrical and Computer Engineering, 392 Rhodes Hall, Ithaca, New York 14850.

出版信息

J Med Imaging (Bellingham). 2014 Apr;1(1):017501. doi: 10.1117/1.JMI.1.1.017501. Epub 2014 Jun 20.

Abstract

Aneuploidy is typically assessed by flow cytometry (FCM) and image cytometry (ICM). We used optical projection tomographic microscopy (OPTM) for assessing cellular DNA content using absorption and fluorescence stains. OPTM combines some of the attributes of both FCM and ICM and generates isometric high-resolution three-dimensional (3-D) images of single cells. Although the depth of field of the microscope objective was in the submicron range, it was extended by scanning the objective's focal plane. The extended depth of field image is similar to a projection in a conventional x-ray computed tomography. These projections were later reconstructed using computed tomography methods to form a 3-D image. We also present an automated method for 3-D nuclear segmentation. Nuclei of chicken, trout, and triploid trout erythrocyte were used to calibrate OPTM. Ratios of integrated optical densities extracted from 50 images of each standard were compared to ratios of DNA indices from FCM. A comparison of mean square errors with thionin, hematoxylin, Feulgen, and SYTOX green was done. Feulgen technique was preferred as it showed highest stoichiometry, least variance, and preserved nuclear morphology in 3-D. The addition of this quantitative biomarker could further strengthen existing classifiers and improve early diagnosis of cancer using 3-D microscopy.

摘要

非整倍体通常通过流式细胞术(FCM)和图像细胞术(ICM)进行评估。我们使用光学投影断层显微镜(OPTM),通过吸收和荧光染色来评估细胞DNA含量。OPTM结合了FCM和ICM的一些特性,生成单细胞的等距高分辨率三维(3-D)图像。尽管显微镜物镜的景深在亚微米范围内,但通过扫描物镜的焦平面可扩展景深。扩展景深图像类似于传统X射线计算机断层扫描中的投影。这些投影随后使用计算机断层扫描方法重建以形成3-D图像。我们还提出了一种用于三维细胞核分割的自动化方法。使用鸡、鳟鱼和三倍体鳟鱼红细胞的细胞核来校准OPTM。将从每个标准的50张图像中提取的积分光密度比值与FCM的DNA指数比值进行比较。对硫堇、苏木精、福尔根和SYTOX绿色染料的均方误差进行了比较。福尔根技术是首选,因为它显示出最高的化学计量比、最小的方差,并且在三维中保留了细胞核形态。这种定量生物标志物的添加可以进一步加强现有的分类器,并使用三维显微镜改善癌症的早期诊断。

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