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A novel automatic quantification method for high-content screening analysis of DNA double strand-break response

机译:DNA双链断裂反应高内涵筛选分析的新型自动定量方法

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摘要

High-content screening is commonly used in studies of the DNA damage response. The double-strand break (DSB) is one of the most harmful types of DNA damage lesions. The conventional method used to quantify DSBs is γH2AX foci counting, which requires manual adjustment and preset parameters and is usually regarded as imprecise, time-consuming, poorly reproducible, and inaccurate. Therefore, a robust automatic alternative method is highly desired. In this manuscript, we present a new method for quantifying DSBs which involves automatic image cropping, automatic foci-segmentation and fluorescent intensity measurement. Furthermore, an additional function was added for standardizing the measurement of DSB response inhibition based on co-localization analysis. We tested the method with a well-known inhibitor of DSB response. The new method requires only one preset parameter, which effectively minimizes operator-dependent variations. Compared with conventional methods, the new method detected a higher percentage difference of foci formation between different cells, which can improve measurement accuracy. The effects of the inhibitor on DSB response were successfully quantified with the new method (p = 0.000). The advantages of this method in terms of reliability, automation and simplicity show its potential in quantitative fluorescence imaging studies and high-content screening for compounds and factors involved in DSB response.
机译:高含量筛选通常用于研究DNA损伤反应。双链断裂(DSB)是DNA损伤病变中最有害的类型之一。用于量化DSB的常规方法是γH2AX病灶计数,该方法需要手动调整和预设参数,通常被认为不准确,费时,可重复性差和不准确。因此,非常需要一种可靠的自动替代方法。在此手稿中,我们提出了一种量化DSB的新方法,该方法涉及自动图像裁剪,自动焦点分割和荧光强度测量。此外,添加了一个附加功能,用于基于共定位分析来标准化DSB响应抑制的测量。我们用著名的DSB反应抑制剂测试了该方法。新方法只需要一个预设参数,可以有效地减少与操作员有关的变化。与传统方法相比,该新方法检测到不同细胞之间灶形成的百分比差异更高,从而可以提高测量精度。用新方法成功地定量了抑制剂对DSB反应的影响(p = 0.000)。该方法在可靠性,自动化和简便性方面的优势表明了其在定量荧光成像研究和高含量筛选与DSB反应有关的化合物和因子方面的潜力。

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