生物
DNA甲基化
播种
聚类分析
DNA
转移
计算生物学
癌症研究
遗传学
甲基化
癌症
基因
基因表达
人工智能
农学
计算机科学
作者
Sofia Gkountela,Francesc Castro-Giner,Barbara M. Szczerba,Marcus Vetter,Julia Landin,Ramona Scherrer,Ilona Krol,Manuel C. Scheidmann,Christian Beisel,Christian U. Stirnimann,Christian Kurzeder,Viola Heinzelmann‐Schwarz,Christoph Rochlitz,William P. Weber,Nicola Aceto
出处
期刊:Cell
[Elsevier]
日期:2019-01-01
卷期号:176 (1-2): 98-112.e14
被引量:671
标识
DOI:10.1016/j.cell.2018.11.046
摘要
The ability of circulating tumor cells (CTCs) to form clusters has been linked to increased metastatic potential. Yet biological features and vulnerabilities of CTC clusters remain largely unknown. Here, we profile the DNA methylation landscape of single CTCs and CTC clusters from breast cancer patients and mouse models on a genome-wide scale. We find that binding sites for stemness- and proliferation-associated transcription factors are specifically hypomethylated in CTC clusters, including binding sites for OCT4, NANOG, SOX2, and SIN3A, paralleling embryonic stem cell biology. Among 2,486 FDA-approved compounds, we identify Na+/K+ ATPase inhibitors that enable the dissociation of CTC clusters into single cells, leading to DNA methylation remodeling at critical sites and metastasis suppression. Thus, our results link CTC clustering to specific changes in DNA methylation that promote stemness and metastasis and point to cluster-targeting compounds to suppress the spread of cancer.
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