Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.
Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.
Oncologist. 2020 Oct;25(10):e1481-e1491. doi: 10.1634/theoncologist.2019-0982. Epub 2020 Jun 1.
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.
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).
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.
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.
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.
通过基因表达谱对三阴性乳腺癌(TNBC)进行分子亚型分类对于理解这种异质性疾病的分子本质以及指导个体化治疗至关重要。我们旨在设计一种基于免疫组织化学(IHC)的临床实用方法来对 TNBC 进行分子亚型分类。
通过分析来自复旦大学附属肿瘤医院(FUSCC)(n=360)和癌症基因组图谱(TCGA)数据集(n=158)的 TNBC 的 RNA 测序数据,我们确定了可以识别特定分子亚型的标记物。我们对来自 FUSCC 的 210 例 TNBC 的肿瘤切片进行了免疫组织化学染色,建立了一个基于 IHC 的分类器,并将其应用于另外两个队列(n=183 和 214)。
我们选择雄激素受体(AR)、CD8、FOXC1 和 DCLK1 作为免疫组织化学标志物,并根据染色结果将 TNBC 分为五种亚型:(a)基于免疫组织化学的亮氨酸雄激素受体(IHC-LAR;AR 阳性[+]),(b)基于免疫组织化学的免疫调节(IHC-IM;AR 阴性[-],CD8+),(c)基于免疫组织化学的基底样免疫抑制(IHC-BLIS;AR-,CD8-,FOXC1+),(d)基于免疫组织化学的间充质(IHC-MES;AR-,CD8-,FOXC1-,DCLK1+)和(e)基于免疫组织化学的无法分类(AR-,CD8-,FOXC1-,DCLK1-)。κ 统计量表明,基于 IHC 的分类与基于 mRNA 的分类之间具有显著的一致性。多变量生存分析表明,我们的基于 IHC 的分类是无复发生存的独立预后因素。转录组数据和病理观察提示了不同亚型的潜在治疗策略。IHC-LAR 亚型显示出 HER2 通路的相对激活。IHC-IM 亚型倾向于表现出以 CD8+T 细胞浸润肿瘤实质为特征的免疫炎症表型。IHC-BLIS 亚型表现出高表达血管内皮生长因子(VEGF)特征。IHC-MES 亚型显示出 JAK/STAT3 信号通路的激活。
我们开发了一种基于免疫组织化学的方法来对 TNBC 进行分子亚型分类。这种基于 IHC 的分类方法可为预后评估提供额外信息。它允许对大型临床试验中的 TNBC 患者进行亚组分析,并在某些亚型中评估靶向治疗的疗效。
我们开发了一种用于三阴性乳腺癌(TNBC)的基于免疫组织化学(IHC)的分类方法,该方法与基于 mRNA 表达的分类方法具有显著的一致性。这种基于 IHC 的分类(a)允许对大型临床试验中的 TNBC 患者进行亚组分析,并在某些亚型中评估靶向治疗的疗效,(b)将有助于为 TNBC 患者提供基于亚型的治疗的实际应用,以及(c)可以在复发预测方面提供传统预后因素之外的额外信息。