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标准化HER2免疫组织化学评估:校准染色和扫描导致的全切片成像中的颜色和强度变化。

Standardizing HER2 immunohistochemistry assessment: calibration of color and intensity variation in whole slide imaging caused by staining and scanning.

作者信息

Ohnishi Chie, Ohnishi Takashi, Ntiamoah Peter, Ross Dara S, Yamaguchi Masahiro, Yagi Yukako

机构信息

School of Engineering, Tokyo Institute of Technology, Kanagawa, 226-8503, Japan.

Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, 10065, USA.

出版信息

Appl Microsc. 2023 Sep 14;53(1):8. doi: 10.1186/s42649-023-00091-8.

Abstract

In the evaluation of human epidermal growth factor receptor 2 (HER2) immunohistochemistry (IHC) - one of the standard biomarkers for breast cancer- visual assessment is laborious and subjective. Image analysis using whole slide image (WSI) could produce more consistent results; however, color variability in WSIs due to the choice of stain and scanning processes may impact image analysis. We therefore developed a calibration protocol to diminish the staining and scanning variations of WSI using two calibrator slides. The IHC calibrator slide (IHC-CS) contains peptide-coated microbeads with different concentrations. The color distribution obtained from the WSI of stained IHC-CS reflects the staining process and scanner characteristics. A color chart slide (CCS) is also useful for calibrating the color variation due to the scanner. The results of the automated HER2 assessment were compared to confirm the effectiveness of two calibration slides. The IHC-CS and HER2 breast cancer cases were stained on different days. All stained slides and CCS were digitized by two different WSI scanners. Results revealed 100% concordance between automated evaluation and the pathologist's assessment with both the scanner and staining calibration. The proposed method may enable consistent evaluation of HER2.

摘要

在评估人表皮生长因子受体2(HER2)免疫组织化学(IHC)时——乳腺癌的标准生物标志物之一——视觉评估既费力又主观。使用全切片图像(WSI)进行图像分析可以产生更一致的结果;然而,由于染色剂选择和扫描过程导致的WSIs颜色变化可能会影响图像分析。因此,我们开发了一种校准方案,使用两张校准玻片来减少WSI的染色和扫描变化。免疫组织化学校准玻片(IHC-CS)包含不同浓度的肽包被微珠。从染色后的IHC-CS的WSI获得的颜色分布反映了染色过程和扫描仪特性。颜色图表玻片(CCS)对于校准由于扫描仪导致的颜色变化也很有用。比较了自动HER2评估的结果,以确认两张校准玻片的有效性。IHC-CS和HER2乳腺癌病例在不同日期进行染色。所有染色玻片和CCS均由两台不同的WSI扫描仪进行数字化处理。结果显示,在扫描仪和染色校准的情况下,自动评估与病理学家的评估之间的一致性为100%。所提出的方法可能能够实现对HER2的一致评估。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7157/10499734/531330e76752/42649_2023_91_Fig1_HTML.jpg

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