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Molecular Subtyping of Triple-Negative Breast Cancers by Immunohistochemistry: Molecular Basis and Clinical Relevance

机译:免疫组织化学三重阴性乳腺癌的分子亚型:分子基和临床相关性

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Background Molecular subtyping of triple-negative breast cancers (TNBCs) via gene expression profiling is essential for understanding the molecular essence of this heterogeneous disease and for guiding individualized treatment. We aim to devise a clinically practical method based on immunohistochemistry (IHC) for the molecular subtyping of TNBCs. Materials and Methods By analyzing the RNA sequencing data on TNBCs from Fudan University Shanghai Cancer Center (FUSCC) ( n =?360) and The Cancer Genome Atlas data set ( n =?158), we determined markers that can identify specific molecular subtypes. We performed immunohistochemical staining on tumor sections of 210 TNBCs from FUSCC, established an IHC-based classifier, and applied it to another two cohorts ( n =?183 and 214). Results We selected androgen receptor (AR), CD8, FOXC1, and DCLK1 as immunohistochemical markers and classified TNBCs into five subtypes based on the staining results: (a) IHC-based luminal androgen receptor (IHC-LAR; AR-positive [+]), (b) IHC-based immunomodulatory (IHC-IM; AR-negative [?], CD8+), (c) IHC-based basal-like immune-suppressed (IHC-BLIS; AR?, CD8?, FOXC1+), (d) IHC-based mesenchymal (IHC-MES; AR?, CD8?, FOXC1?, DCLK1+), and (e) IHC-based unclassifiable (AR?, CD8?, FOXC1?, DCLK1?). The κ statistic indicated substantial agreement between the IHC-based classification and mRNA-based classification. Multivariate survival analysis suggested that our IHC-based classification was an independent prognostic factor for relapse-free survival. Transcriptomic data and pathological observations implied potential treatment strategies for different subtypes. The IHC-LAR subtype showed relative activation of HER2 pathway. The IHC-IM subtype tended to exhibit an immune-inflamed phenotype characterized by the infiltration of CD8+ T cells into tumor parenchyma. The IHC-BLIS subtype showed high expression of a VEGF signature. The IHC-MES subtype displayed activation of JAK/STAT3 signaling pathway. Conclusion We developed an IHC-based approach to classify TNBCs into molecular subtypes. This IHC-based classification can provide additional information for prognostic evaluation. It allows for subgrouping of TNBC patients in clinical trials and evaluating the efficacy of targeted therapies within certain subtypes. Implications for Practice An immunohistochemistry (IHC)-based classification approach was developed for triple-negative breast cancer (TNBC), which exhibited substantial agreement with the mRNA expression-based classification. This IHC-based classification (a) allows for subgrouping of TNBC patients in large clinical trials and evaluating the efficacy of targeted therapies within certain subtypes, (b) will contribute to the practical application of subtype-specific treatment for patients with TNBC, and (c) can provide additional information beyond traditional prognostic factors in relapse prediction.
机译:通过基因表达分析的三重阴性乳腺癌(TNBCS)的背景分子亚型对于了解这种异质疾病的分子本质并引导个体化治疗是必不可少的。我们的目的是基于免疫组织化学(IHC)的临床实际方法为TNBCS的分子亚型。通过分析来自复旦大学上海癌症中心(FUSCC)的TNBCS的RNA测序数据(N =β360)和癌症基因组图集数据集(n =Δ158),我们确定了可以识别特定分子亚型的标记。我们对来自FUSCC的210 TNBCS的肿瘤部分进行免疫组化染色,建立了基于IHC的分类器,并将其施加到另外两个队列(n =α183和214)。结果我们选择雄激素受体(Ar),CD8,FoxC1和DCLK1作为免疫组织化学标记,并基于染色结果将TNBC分为五种亚型:(a)基于IHC的腔雄激素受体(IHC-LAR; AR阳性[+] ),(b)基于IHC的免疫调节(IHC-IM; AR阴性[α],CD8 +),(C)基于IHC的基础类免疫抑制(IHC-BLI; ARα,CD8?,FOXC1 +), (d)基于IHC的间充质(IHC-MES; AR?,CD8?,FOXC1?,DCLK1 +),(e)基于IHC的无条划分(AR?,CD8?,FoxC1?,DCLK1?)。 κ统计学指出了基于IHC的分类和基于MRNA的分类之间的大量协议。多变量存活分析表明,基于IHC的分类是无自由复发存活的独立预后因素。转录组数据和病理观察暗示不同亚型的潜在治疗策略。 IHC-LAR亚型显示HER2途径的相对激活。 IHC-IM亚型倾向于表现出一种以CD8 ​​+ T细胞渗透到肿瘤实体疾病中的免疫发炎的表型。 IHC-BLIS亚型显示VEGF签名的高表达。 IHC-MES子类型显示了JAK / Stat3信令路径的激活。结论我们开发了一种基于IHC的方法,将TNBC分类为分子亚型。基于IHC的分类可以提供预后评估的其他信息。它允许TNBC患者在临床试验中分组,并评估某些亚型内有针对性疗法的疗效。对实践的影响是针对三阴性乳腺癌(TNBC)开发了免疫组织化学(IHC)的分类方法,其与MRNA表达的分类表现出大量的协议。基于IHC的分类(a)允许大型临床试验中TNBC患者的亚组,评价某些亚型内有针对性疗法的疗效,(b)将有助于亚型特异性治疗TNBC患者的实际应用,以及( c)可以提供超越传统预测中传统预后因素的其他信息。

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