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Fast Image Analysis for the Micronucleus Assay in a Fully Automated High-Throughput Biodosimetry System

机译:全自动高通量生物剂量测定系统中微核分析的快速图像分析

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摘要

The development of, and results from an image analysis system are presented for automated detection and scoring of micronuclei in human peripheral blood lymphocytes. The system is part of the Rapid Automated Biodosimetry Tool, which was developed at the Center for High-Throughput Minimally Invasive Radiation Biodosimetry for rapid radiation dose assessment of many individuals based on single fingerstick samples of blood. Blood lymphocytes were subjected to the cytokinesis-block micronucleus assay and the images of cell cytoplasm and nuclei are analyzed to estimate the frequency of micronuclei in binucleated cells. We describe an algorithm that is based on dual fluorescent labeling of lymphocytes with separate analysis of images of cytoplasm and nuclei. To evaluate the performance of the system, blood samples of seven healthy donors were irradiated in vitro with doses from 0–10 Gy and dose-response curves of micronuclei frequencies were generated. To establish the applicability of the system to the detection of high doses, the ratios of mononucleated cells to binucleated cells were determined for three of the donors. All of the dose-response curves generated automatically showed clear dose dependence and good correlation (R2 from 0.914–0.998) with the results of manual scoring.
机译:提出了图像分析系统的发展和结果,用于自动检测和评分人外周血淋巴细胞中的微核。该系统是快速自动生物剂量测定工具的一部分,该工具是由高通量微创放射生物剂量测定中心开发的,用于基于单个指尖的血液样本对许多人进行快速放射剂量评估。对血淋巴细胞进行胞质阻滞微核测定,并分析细胞质和细胞核的图像,以估计双核细胞中微核的频率。我们描述了一种算法,该算法基于淋巴细胞的双重荧光标记,并分别分析了细胞质和细胞核的图像。为了评估该系统的性能,在体外以0-10 Gy的剂量对7名健康供体的血液样本进行了辐照,并生成了微核频率的剂量反应曲线。为了建立该系统对高剂量检测的适用性,确定了三个供体的单核细胞与双核细胞的比率。自动生成的所有剂量反应曲线均显示出清晰的剂量依赖性,并且与手动评分的结果具有良好的相关性(R 2 从0.914–0.998)。

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