Qin Xiaodi, Strand Siri H, Lee Marissa R, Saraswathibhatla Aashrith, van IJzendoorn David G P, Zhu ChunFang, Vennam Sujay, Varma Sushama, Hall Allison, Factor Rachel E, King Lorraine, Simpson Lunden, Luo Xiaoke, Colditz Graham A, Jiang Shu, Chaudhuri Ovijit, Hwang E Shelley, Marks Jeffrey R, Owzar Kouros, West Robert B
Duke Cancer Institute, Duke University School of Medicine, Durham, North Carolina.
Department of Pathology, Stanford University School of Medicine, Stanford, California.
Cancer Res. 2025 Jun 16;85(12):2302-2319. doi: 10.1158/0008-5472.CAN-24-3023.
Ductal carcinoma in situ (DCIS) is a risk factor for subsequent invasive breast cancer (IBC). To identify events in DCIS that lead to invasive cancer, we performed single-cell RNA sequencing on DCIS lesions and matched normal breast tissue. Inferred copy-number variation was used to identify neoplastic epithelial cells from clinical specimens, which contained a mixture of DCIS and normal ducts. Phylogenetic analysis demonstrated intratumoral clonal heterogeneity that was associated with significant gene expression differences. Classification of epithelial cells into mammary cell states revealed that subclones contained a mixture of cell states, suggesting an ongoing pattern of differentiation after neoplastic transformation. Cell state proportions were significantly different based on estrogen receptor expression, with estrogen receptor-negative DCIS more closely resembling the distribution in the normal breast, particularly with respect to cells with basal characteristics. Specific alterations in cell state proportions were associated with progression to invasive cancer in a cohort of DCIS with longitudinal outcome. Ongoing transcription of key basement membrane (BM) genes occurred in specific subsets of epithelial cell states, including basal/myoepithelial, which are diminished in DCIS. In the transition to IBC, the BM protein laminin, but not COL4, was altered in DCIS adjacent to invasion. Loss of COL4, but not laminin, in an in vitro DCIS model led to an invasive phenotype. These findings suggest that the process of invasion is a loss-of-function event due to an imbalance in critical cell populations essential for BM integrity rather than a gain of an invasive phenotype by neoplastic cells.
Single-cell analyses reveal ductal carcinoma in situ comprises multiple genetic clones with significant phenotypic diversity and link alterations in epithelial cell states and basement membrane integrity with invasive breast cancer progression.
导管原位癌(DCIS)是后续浸润性乳腺癌(IBC)的一个危险因素。为了确定DCIS中导致浸润性癌的事件,我们对DCIS病变及匹配的正常乳腺组织进行了单细胞RNA测序。利用推断的拷贝数变异从临床标本中识别肿瘤上皮细胞,这些标本包含DCIS和正常导管的混合物。系统发育分析显示肿瘤内克隆异质性与显著的基因表达差异相关。将上皮细胞分类为乳腺细胞状态表明,亚克隆包含多种细胞状态的混合物,提示肿瘤转化后存在持续的分化模式。基于雌激素受体表达,细胞状态比例存在显著差异,雌激素受体阴性的DCIS更类似于正常乳腺中的分布,尤其是具有基底特征的细胞。在一组有纵向随访结果的DCIS中,细胞状态比例的特定改变与进展为浸润性癌相关。关键基底膜(BM)基因的持续转录发生在特定的上皮细胞状态亚群中,包括基底/肌上皮细胞状态,而这些在DCIS中减少。在向IBC转变过程中,DCIS中紧邻浸润灶处的BM蛋白层粘连蛋白发生改变,但Ⅳ型胶原(COL4)未改变。在体外DCIS模型中,COL4而非层粘连蛋白的缺失导致了浸润表型。这些发现表明,浸润过程是由于对BM完整性至关重要的关键细胞群失衡导致的功能丧失事件,而非肿瘤细胞获得浸润表型。
单细胞分析揭示导管原位癌由多个具有显著表型多样性的基因克隆组成,并将上皮细胞状态改变和基底膜完整性与浸润性乳腺癌进展联系起来。