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A public-domain image processing tool for automated quantification of fluorescence in situ hybridisation signals

机译:公共领域的图像处理工具,用于荧光原位杂交信号的自动定量

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Aims: To develop and evaluate an automated method for quantification of HER2 fluorescence in situ hybridisation (FISH) signals. Methods: Using a popular, open source image manipulation tool, ImageJ, a macro for FISH signal assessment was created. A comparison against traditional manual counting was performed in breast cancer specimens from 42 patients. The tumour specimens were hybridised with probes for HER2 and chromosome 17 centromere (CEP17) and selected areas were digitised for image processing. Hybridisation signals were calculated both manually and automatically with the ImageJ custom macro. Results: The correlation coefficient between the automatic and manual HER2/CEP17 ratios was 0.98. The corresponding percentage agreement was 90% and the kappa value was 0.82. Conclusions: This study shows that it is possible to automate the determination of HER2 amplification by the use of open-source software, with results comparable to manual counting. The automated counting decreases the time needed for sample analysis and provides possibilities to enhance inter- and intralaboratory reproducibility of results. The FISH quantification tool (FishJ) is available for download as an ImageJ macro or alternatively it can be utilised through a web interface with an option of uploading FISH images for hybridisation signal counting. Combined with digitisation of FISH samples, the FishJ macro enables gene copy number to be assessed and re-evaluated on any area of a digitised specimen.
机译:目的:开发和评估定量HER2荧光原位杂交(FISH)信号的自动化方法。方法:使用流行的开源图像处理工具ImageJ,创建了用于FISH信号评估的宏。在42例乳腺癌样本中进行了与传统手动计数的比较。将肿瘤标本与HER2和17号染色​​体着丝粒(CEP17)的探针杂交,并将选定区域数字化以进行图像处理。杂交信号是通过ImageJ自定义宏手动和自动计算的。结果:HER2 / CEP17自动比率与手动比率之间的相关系数为0.98。相应的百分比一致性为90%,kappa值为0.82。结论:这项研究表明,使用开源软件可以自动确定HER2扩增,其结果可与手动计数相媲美。自动计数减少了样品分析所需的时间,并提供了增强实验室间和实验室内结果重现性的可能性。 FISH量化工具(FishJ)可作为ImageJ宏下载,也可以通过Web界面使用,并可以选择上传FISH图像进行杂交信号计数。结合FISH样品的数字化,FishJ宏可以在数字化标本的任何区域上评估和重新评估基因拷贝数。

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