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使用全切片图像对半自动化分析浸润性乳腺癌的 HER2 免疫组化:在临床实践中的解释效用。

Semi-automated analysis of HER2 immunohistochemistry in invasive breast carcinoma using whole slide images: utility for interpretation in clinical practice.

机构信息

Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States.

出版信息

Pathol Oncol Res. 2024 Aug 29;30:1611826. doi: 10.3389/pore.2024.1611826. eCollection 2024.

Abstract

() gene amplification and subsequent protein overexpression is a strong prognostic and predictive biomarker in invasive breast carcinoma (IBC). ASCO/CAP recommended tests for HER2 assessment include immunohistochemistry (IHC) and/or hybridization (ISH). Accurate HER2 IHC scoring (0, 1+, 2+, 3+) is key for appropriate classification and treatment of IBC. HER2-targeted therapies, including anti-HER2 monoclonal antibodies and antibody drug conjugates (ADC), have revolutionized the treatment of HER2-positive IBC. Recently, ADC have also been approved for treatment of HER2-low (IHC 1+, IHC 2+/ISH-) advanced breast carcinoma, making a distinction between IHC 0 and 1+ crucial. In this focused study, 32 IBC with HER2 IHC scores from 0 to 3+ and HER2 FISH results formed a calibration dataset, and 77 IBC with HER2 IHC score 2+ and paired FISH results (27 amplified, 50 non-amplified) formed a validation dataset. H&E and HER2 IHC whole slide images (WSI) were scanned. Regions of interest were manually annotated and IHC scores generated by the software QuantCenter (MembraneQuant application) by 3DHISTECH Ltd. (Budapest, Hungary) and compared to the microscopic IHC score. H-scores [(3×%IHC3+) +(2×%IHC2+) +(1×%IHC1+)] were calculated for semi-automated (MembraneQuant) analysis. Concordance between microscopic IHC scoring and 3DHISTECH MembraneQuant semi-automated scoring in the calibration dataset showed a Kappa value of 0.77 (standard error 0.09). Microscopic IHC and MembraneQuant image analysis for the detection of amplification yielded a sensitivity of 100% for both and a specificity of 56% and 61%, respectively. In the validation set of IHC 2+ cases, only 13 of 77 cases (17%) had discordant results between microscopic and MembraneQuant images, and various artifacts limiting the interpretation of HER2 IHC, including cytoplasmic/granular staining and crush artifact were noted. Semi-automated analysis using WSI and microscopic evaluation yielded similar HER2 IHC scores, demonstrating the potential utility of this tool for interpretation in clinical practice and subsequent accurate treatment. In this study, it was shown that semi-automatic HER2 IHC interpretation provides an objective approach to a test known to be quite subjective.

摘要

()基因扩增和随后的蛋白过表达是浸润性乳腺癌(IBC)强有力的预后和预测生物标志物。ASCO/CAP 推荐的 HER2 评估检测包括免疫组化(IHC)和/或原位杂交(ISH)。准确的 HER2 IHC 评分(0、1+、2+、3+)是正确分类和治疗 IBC 的关键。HER2 靶向治疗药物,包括抗 HER2 单克隆抗体和抗体药物偶联物(ADC),已经彻底改变了 HER2 阳性 IBC 的治疗方法。最近,ADC 也被批准用于治疗 HER2 低表达(IHC 1+、IHC 2+/ISH-)晚期乳腺癌,这使得区分 IHC 0 和 1+至关重要。在这项重点研究中,32 例 HER2 IHC 评分从 0 到 3+且 HER2 FISH 结果的 IBC 形成了校准数据集,77 例 HER2 IHC 评分 2+且配对 FISH 结果(27 例扩增,50 例非扩增)的 IBC 形成了验证数据集。H&E 和 HER2 IHC 全切片图像(WSI)进行了扫描。通过 3DHISTECH 有限公司(匈牙利布达佩斯)的 QuantCenter(MembraneQuant 应用程序)软件手动标注感兴趣区域,并生成 IHC 评分。H 评分[(3×%IHC3+)+(2×%IHC2+)+(1×%IHC1+)]用于半自动化(MembraneQuant)分析。在校准数据集中,显微镜 IHC 评分与 3DHISTECH MembraneQuant 半自动评分之间的一致性显示 Kappa 值为 0.77(标准误差 0.09)。用于检测扩增的显微镜 IHC 和 MembraneQuant 图像分析均具有 100%的敏感性,特异性分别为 56%和 61%。在 IHC 2+病例的验证集中,只有 77 例中的 13 例(17%)存在显微镜和 MembraneQuant 图像之间的不一致结果,并且注意到各种限制 HER2 IHC 解释的伪影,包括细胞质/颗粒状染色和压碎伪影。使用 WSI 和显微镜评估的半自动分析产生了相似的 HER2 IHC 评分,证明了该工具在临床实践中的解释和随后的准确治疗中的潜在效用。在这项研究中,证明了半自动 HER2 IHC 解释为已知相当主观的测试提供了一种客观的方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/80c5/11390455/9dd122f73b74/pore-30-1611826-g001.jpg

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