Single-cell Analysis Reveals Inter- and Intratumour Heterogeneity in Metastatic Breast Cancer

IF 3 4区 医学 Q2 ENDOCRINOLOGY & METABOLISM Journal of Mammary Gland Biology and Neoplasia Pub Date : 2023-12-08 DOI:10.1007/s10911-023-09551-z
Baptiste Hamelin, Milan M. S. Obradović, Atul Sethi, Michal Kloc, Simone Münst, Christian Beisel, Katja Eschbach, Hubertus Kohler, Savas Soysal, Marcus Vetter, Walter P. Weber, Michael B. Stadler, Mohamed Bentires-Alj
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Abstract

Metastasis is the leading cause of cancer-related deaths of breast cancer patients. Some cancer cells in a tumour go through successive steps, referred to as the metastatic cascade, and give rise to metastases at a distant site. We know that the plasticity and heterogeneity of cancer cells play critical roles in metastasis but the precise underlying molecular mechanisms remain elusive. Here we aimed to identify molecular mechanisms of metastasis during colonization, one of the most important yet poorly understood steps of the cascade. We performed single-cell RNA-Seq (scRNA-Seq) on tumours and matched lung macrometastases of patient-derived xenografts of breast cancer. After correcting for confounding factors such as the cell cycle and the percentage of detected genes (PDG), we identified cells in three states in both tumours and metastases. Gene-set enrichment analysis revealed biological processes specific to proliferation and invasion in two states. Our findings suggest that these states are a balance between epithelial-to-mesenchymal (EMT) and mesenchymal-to-epithelial transitions (MET) traits that results in so-called partial EMT phenotypes. Analysis of the top differentially expressed genes (DEGs) between these cell states revealed a common set of partial EMT transcription factors (TFs) controlling gene expression, including ZNF750, OVOL2, TP63, TFAP2C and HEY2. Our data suggest that the TFs related to EMT delineate different cell states in tumours and metastases. The results highlight the marked interpatient heterogeneity of breast cancer but identify common features of single cells from five models of metastatic breast cancer.

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单细胞分析揭示转移性乳腺癌的瘤间和瘤内异质性
转移是乳腺癌患者死于癌症的主要原因。肿瘤中的一些癌细胞经过连续的步骤(称为转移级联),在远处发生转移。我们知道,癌细胞的可塑性和异质性在转移过程中起着至关重要的作用,但精确的潜在分子机制仍然难以捉摸。在这里,我们的目标是确定癌细胞定植过程中转移的分子机制,这是级联过程中最重要但却鲜为人知的步骤之一。我们对乳腺癌患者来源异种移植物的肿瘤和匹配的肺大转移灶进行了单细胞 RNA 序列分析(scRNA-Seq)。在校正了细胞周期和检测基因百分比(PDG)等干扰因素后,我们确定了肿瘤和转移灶中处于三种状态的细胞。基因组富集分析揭示了两种状态下增殖和侵袭的特定生物过程。我们的研究结果表明,这些状态是上皮细胞到间质细胞(EMT)和间质细胞到上皮细胞转化(MET)特征之间的平衡,从而形成所谓的部分 EMT 表型。对这些细胞状态之间的最高差异表达基因(DEGs)的分析表明,部分EMT转录因子(TFs)控制着一组共同的基因表达,包括ZNF750、OVOL2、TP63、TFAP2C和HEY2。我们的数据表明,与 EMT 相关的 TFs 在肿瘤和转移瘤中划分了不同的细胞状态。研究结果突显了乳腺癌患者间的明显异质性,但也发现了来自五个转移性乳腺癌模型的单细胞的共同特征。
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来源期刊
Journal of Mammary Gland Biology and Neoplasia
Journal of Mammary Gland Biology and Neoplasia 医学-内分泌学与代谢
CiteScore
5.30
自引率
4.00%
发文量
22
期刊介绍: Journal of Mammary Gland Biology and Neoplasia is the leading Journal in the field of mammary gland biology that provides researchers within and outside the field of mammary gland biology with an integrated source of information pertaining to the development, function, and pathology of the mammary gland and its function. Commencing in 2015, the Journal will begin receiving and publishing a combination of reviews and original, peer-reviewed research. The Journal covers all topics related to the field of mammary gland biology, including mammary development, breast cancer biology, lactation, and milk composition and quality. The environmental, endocrine, nutritional, and molecular factors regulating these processes is covered, including from a comparative biology perspective.
期刊最新文献
Immune Cell Contribution to Mammary Gland Development. Perimenopausal and Menopausal Mammary Glands In A 4-Vinylcyclohexene Diepoxide Mouse Model. State of the Art Modelling of the Breast Cancer Metastatic Microenvironment: Where Are We? Transcriptomic Analysis of Pubertal and Adult Virgin Mouse Mammary Epithelial and Stromal Cell Populations. Rat Models of Hormone Receptor-Positive Breast Cancer.
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