Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA.
McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA.
Nat Cancer. 2024 Nov;5(11):1713-1736. doi: 10.1038/s43018-024-00773-6. Epub 2024 Oct 30.
Breast cancer (BC) is defined by distinct molecular subtypes with different cells of origin. The transcriptional networks that characterize the subtype-specific tumor-normal lineages are not established. In this work, we applied bulk, single-cell and single-nucleus multi-omic techniques as well as spatial transcriptomics and multiplex imaging on 61 samples from 37 patients with BC to show characteristic links in gene expression and chromatin accessibility between BC subtypes and their putative cells of origin. Regulatory network analysis of transcription factors underscored the importance of BHLHE40 in luminal BC and luminal mature cells and KLF5 in basal-like tumors and luminal progenitor cells. Furthermore, we identify key genes defining the basal-like (SOX6 and KCNQ3) and luminal A/B (FAM155A and LRP1B) lineages. Exhausted CTLA4-expressing CD8 T cells were enriched in basal-like BC, suggesting an altered means of immune dysfunction. These findings demonstrate analysis of paired transcription and chromatin accessibility at the single-cell level is a powerful tool for investigating cancer lineage and highlight transcriptional networks that define basal and luminal BC lineages.
乳腺癌 (BC) 由不同的分子亚型定义,具有不同的起源细胞。表征亚型特异性肿瘤-正常谱系的转录网络尚未建立。在这项工作中,我们应用了批量、单细胞和单核多组学技术以及空间转录组学和多重成像技术,对 37 名 BC 患者的 61 个样本进行了分析,以显示 BC 亚型与其假定起源细胞之间在基因表达和染色质可及性方面的特征性联系。转录因子的调控网络分析强调了 BHLHE40 在腔 BC 和腔成熟细胞以及 KLF5 在基底样肿瘤和腔祖细胞中的重要性。此外,我们确定了定义基底样 (SOX6 和 KCNQ3) 和腔 A/B (FAM155A 和 LRP1B) 谱系的关键基因。耗尽的 CTLA4 表达 CD8+T 细胞在基底样 BC 中富集,表明免疫功能障碍的改变方式。这些发现表明,在单细胞水平上分析配对的转录和染色质可及性是研究癌症谱系的有力工具,并突出了定义基底和腔 BC 谱系的转录网络。