Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, Massachusetts.
Clin Cancer Res. 2024 Oct 15;30(20):4768-4779. doi: 10.1158/1078-0432.CCR-23-1242.
Triple-negative breast cancer (TNBC) is a heterogeneous disease that carries the poorest prognosis of all breast cancers. Although novel TNBC therapies in development are frequently targeted toward tumors carrying a specific genomic, transcriptomic, or protein biomarker, it is poorly understood how these biomarkers are correlated.
To better understand the molecular features of TNBC and their correlation with one another, we performed multimodal profiling on a cohort of 95 TNBC. Our approach involved quantifying tumor-infiltrating lymphocytes through hematoxylin and eosin staining, assessing the abundance of retinoblastoma, androgen receptor, and PDL1 proteins through IHC, and carrying out transcriptomic profiling using the NanoString BC360 platform, targeted DNA sequencing on a subset of cases, as well as evaluating associations with overall survival.
Levels of RB1 mRNA and RB proteins are better correlated with markers of retinoblastoma functionality than RB1 mutational status. Luminal androgen receptor tumors clustered into two groups with transcriptomes that cluster with either basal or mesenchymal tumors. Tumors classified as PDL1-positive by the presence of immune or tumor cells showed similar biological characteristics. HER2-low TNBC showed no distinct biological phenotype when compared with HER2-zero. The majority of TNBC were classified as basal or HER2-enriched by PAM50, the latter showing significantly improved overall survival.
Our study contributes new insights into biomarker utility for identifying suitable TNBC therapies and the intercorrelations between genomic, transcriptomic, protein, and cellular biomarkers. Additionally, our rich data resource can be used by other researchers to explore the interplay between DNA, RNA, and protein biomarkers in TNBC.
三阴性乳腺癌(TNBC)是一种异质性疾病,所有乳腺癌中预后最差。虽然正在开发的新型 TNBC 疗法经常针对携带特定基因组、转录组或蛋白质生物标志物的肿瘤,但这些生物标志物如何相关联仍知之甚少。
为了更好地了解 TNBC 的分子特征及其相互之间的相关性,我们对 95 例 TNBC 进行了多模式分析。我们的方法包括通过苏木精和伊红染色定量评估肿瘤浸润淋巴细胞,通过免疫组化评估视网膜母细胞瘤、雄激素受体和 PD-L1 蛋白的丰度,并使用 NanoString BC360 平台进行转录组分析,对一部分病例进行靶向 DNA 测序,并评估与总生存的相关性。
RB1 mRNA 和 RB 蛋白水平与视网膜母细胞瘤功能的标志物相关性更好,而不是 RB1 突变状态。亮氨酸雄激素受体肿瘤分为两组,其转录组与基底或间充质肿瘤聚类。存在免疫或肿瘤细胞的 PD-L1 阳性肿瘤表现出相似的生物学特征。与 HER2-零相比,HER2-低 TNBC 没有明显的生物学表型。大多数 TNBC 被 PAM50 分类为基底或 HER2 富集型,后者的总生存率显著提高。
我们的研究为识别合适的 TNBC 治疗方法的生物标志物的实用性提供了新的见解,以及基因组、转录组、蛋白质和细胞生物标志物之间的相互关联。此外,我们丰富的数据资源可供其他研究人员用于探索 TNBC 中 DNA、RNA 和蛋白质生物标志物之间的相互作用。