Environmental and Radiation Health Sciences Directorate, Health Canada, Ottawa, Ontario, Canada.
Cytek Biosciences, Seattle, Washington, USA.
Cytogenet Genome Res. 2023;163(3-4):131-142. doi: 10.1159/000532124. Epub 2023 Aug 1.
The cytokinesis-block micronucleus assay is a well-established method to assess radiation-induced genetic damage in human cells. This assay has been adapted to imaging flow cytometry (IFC), allowing automated analysis of many cells, and eliminating the need to create microscope slides. Furthermore, to improve the efficiency of assay performance, a small-volume method previously developed was employed. Irradiated human blood samples were cultured, stained, and analyzed by IFC to produce images of the cells. Samples were run using both manual and 96-well plate automated acquisition. Multiple parameter-based image features were collected for each sample, and the results were compared to confirm that these acquisition methods are functionally identical. This paper details the multi-parametric analysis developed and the resulting calibration curves up to 10 Gy. The calibration curves were created using a quadratic random coefficient model with Poisson errors, as well as a logistic discriminant function. The curves were then validated with blinded, irradiated samples, using relative bias and relative mean square error. Overall, the accuracy of the dose estimates was adequate for triage dosimetry (within 1 Gy of the true dose) over 90% of the time for lower doses and about half the time for higher doses, with the lowest success rate between 5 and 6 Gy where the calibration curve reached its peak and there was the smallest change in MN/BNC with dose. This work describes the application of a novel multi-parametric analysis that fits the calibration curves and allows dose estimates up to 10 Gy, which were previously limited to 4 Gy. Furthermore, it demonstrates that the results from samples acquired manually and with the autosampler are functionally similar.
有丝分裂阻断微核试验是一种评估人类细胞辐射遗传损伤的成熟方法。该试验已被改编为成像流式细胞术(IFC),允许对大量细胞进行自动分析,并且无需创建显微镜载玻片。此外,为了提高试验性能的效率,采用了先前开发的小体积方法。培养辐照的人血样本,并用 IFC 对其进行染色和分析,以产生细胞图像。使用手动和 96 孔板自动采集方法运行样本。为每个样本收集多个基于参数的图像特征,并比较结果以确认这些采集方法在功能上是相同的。本文详细介绍了开发的多参数分析以及高达 10 Gy 的相应校准曲线。校准曲线使用具有泊松误差的二次随机系数模型以及逻辑判别函数进行创建。然后使用盲法辐照样本对曲线进行验证,使用相对偏差和相对均方误差。总体而言,剂量估计的准确性足以进行分类剂量测定(在真实剂量的 1 Gy 以内),对于较低剂量的时间超过 90%,对于较高剂量的时间约为一半,在 5 至 6 Gy 之间的成功率最低,此时校准曲线达到峰值,并且微核/核质比随剂量的变化最小。这项工作描述了一种新的多参数分析的应用,该分析可拟合校准曲线并允许进行高达 10 Gy 的剂量估计,而之前的方法仅限于 4 Gy。此外,它还表明,手动和自动进样器采集的样本的结果在功能上是相似的。