Department of Experimental Oncology, European Institute of Oncology, Milan, Italy.
Dipartimento di Oncologia ed Emato-Oncologia, Università degli Studi di Milano, Milan, Italy.
Cancer Res. 2023 Jul 5;83(13):2155-2170. doi: 10.1158/0008-5472.CAN-22-2717.
Metastatic breast cancer has a poor prognosis and is largely considered incurable. A better understanding of the molecular determinants of breast cancer metastasis could facilitate development of improved prevention and treatment strategies. We used lentiviral barcoding coupled to single-cell RNA sequencing to trace clonal and transcriptional evolution during breast cancer metastasis and showed that metastases derive from rare prometastatic clones that are underrepresented in primary tumors. Both low clonal fitness and high metastatic potential were independent of clonal origin. Differential expression and classification analyses revealed that the prometastatic phenotype was acquired by rare cells characterized by the concomitant hyperactivation of extracellular matrix remodeling and dsRNA-IFN signaling pathways. Notably, genetic silencing of key genes in these pathways (KCNQ1OT1 or IFI6, respectively) significantly impaired migration in vitro and metastasis in vivo, with marginal effects on cell proliferation and tumor growth. Gene expression signatures derived from the identified prometastatic genes predict metastatic progression in patients with breast cancer, independently of known prognostic factors. This study elucidates previously unknown mechanisms of breast cancer metastasis and provides prognostic predictors and therapeutic targets for metastasis prevention.
Transcriptional lineage tracing coupled with single-cell transcriptomics defined the transcriptional programs underlying metastatic progression in breast cancer, identifying prognostic signatures and prevention strategies.
转移性乳腺癌预后不良,且基本上被认为无法治愈。更好地了解乳腺癌转移的分子决定因素,可以促进开发出更好的预防和治疗策略。我们使用慢病毒条形码与单细胞 RNA 测序相结合,追踪乳腺癌转移过程中的克隆和转录进化,并表明转移源自在原发性肿瘤中代表性不足的罕见促转移克隆。低克隆适应性和高转移潜能都与克隆起源无关。差异表达和分类分析表明,促转移表型是通过同时过度激活细胞外基质重塑和 dsRNA-IFN 信号通路的罕见细胞获得的。值得注意的是,这些途径中的关键基因(分别为 KCNQ1OT1 或 IFI6)的遗传沉默显著抑制了体外迁移和体内转移,而对细胞增殖和肿瘤生长的影响较小。从鉴定出的促转移基因中获得的基因表达特征可预测乳腺癌患者的转移进展,与已知的预后因素无关。这项研究阐明了乳腺癌转移的先前未知机制,并为转移预防提供了预后预测因子和治疗靶点。
转录谱系追踪与单细胞转录组学相结合,定义了乳腺癌转移进展的转录程序,确定了预后特征和预防策略。