表观遗传学
染色质
生物
腺癌
肿瘤进展
转移
转录因子
癌症研究
细胞
DNA甲基化
计算生物学
癌症
遗传学
基因
基因表达
作者
Lindsay M. LaFave,Vinay K. Kartha,Sai Ma,Kevin Meli,Isabella Del Priore,Caleb A. Lareau,Santiago Naranjo,Peter M.K. Westcott,Fabiana M. Duarte,Venkat Sankar,Zachary Chiang,Alison Brack,Travis Law,Haley Hauck,Annalisa Okimoto,Aviv Regev,Jason D. Buenrostro,Tyler Jacks
出处
期刊:Cancer Cell
[Cell Press]
日期:2020-07-23
卷期号:38 (2): 212-228.e13
被引量:178
标识
DOI:10.1016/j.ccell.2020.06.006
摘要
Regulatory networks that maintain functional, differentiated cell states are often dysregulated in tumor development. Here, we use single-cell epigenomics to profile chromatin state transitions in a mouse model of lung adenocarcinoma (LUAD). We identify an epigenomic continuum representing loss of cellular identity and progression toward a metastatic state. We define co-accessible regulatory programs and infer key activating and repressive chromatin regulators of these cell states. Among these co-accessibility programs, we identify a pre-metastatic transition, characterized by activation of RUNX transcription factors, which mediates extracellular matrix remodeling to promote metastasis and is predictive of survival across human LUAD patients. Together, these results demonstrate the power of single-cell epigenomics to identify regulatory programs to uncover mechanisms and key biomarkers of tumor progression.
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