中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Single-cell landscape in mammary epithelium reveals bipotent-like cells associated with breast cancer risk and outcome

文献类型:期刊论文

作者Chen, Weiyan3; Teschendorff, Andrew E.3; Morabito, Samuel J.1; Kessenbrock, Kai1; Enver, Tariq4; Meyer, Kerstin B.2; ,
刊名COMMUNICATIONS BIOLOGY
出版日期2019
卷号2期号:-页码:306
关键词titanium dioxide nanoparticles epithelial-mesenchymal transition TGF beta signaling colitis tissue regeneration
ISSN号1944-8244
DOI10.1038/s42003-019-0554-8
文献子类Article
英文摘要Adult stem-cells may serve as the cell-of-origin for cancer, yet their unbiased identification in single cell RNA sequencing data is challenging due to the high dropout rate. In the case of breast, the existence of a bipotent stem-like state is also controversial. Here we apply a marker-free algorithm to scRNA-Seq data from the human mammary epithelium, revealing a high-potency cell-state enriched for an independent mammary stem-cell expression module. We validate this stem-like state in independent scRNA-Seq data. Our algorithm further predicts that the stem-like state is bipotent, a prediction we are able to validate using FACS sorted bulk expression data. The bipotent stem-like state correlates with clinical outcome in basal breast cancer and is characterized by overexpression of YBX1 and ENO1, two modulators of basal breast cancer risk. This study illustrates the power of a marker-free computational framework to identify a novel bipotent stem-like state in the mammary epithelium.
学科主题Science & Technology - Other Topics ; Materials Science
WOS关键词EXPRESSION ; IDENTIFICATION ; HETEROGENEITY ; PROGENITORS ; REGULATORS ; ENTROPY ; ATLAS ; MAPS
语种英语
WOS记录号WOS:000481512900003
出版者NATURE PUBLISHING GROUP
版本出版稿
源URL[http://202.127.25.144/handle/331004/687]  
专题中国科学院上海生命科学研究院营养科学研究所
作者单位1.Univ Calif Irvine, Chao Family Comprehens Canc Ctr, 839 Hlth Sci Rd,Sprague Hall 114 Irvine, Irvine, CA 92697 USA;
2.Wellcome Sanger Inst, Cambridge CB10 1SA, England,
3.Univ Chinese Acad Sci, Chinese Acad Sci, Shanghai Inst Nutr & Hlth,Shanghai Inst Biol Sci, CAS MPG Partner Inst Computat Biol,CAS Key Lab Co, 320 Yue Yang Rd, Shanghai 200031, Peoples R China;
4.UCL, UCL Canc Inst, Paul OGorman Bldg,72 Huntley St, London WC1E 6BT, England;
推荐引用方式
GB/T 7714
Chen, Weiyan,Teschendorff, Andrew E.,Morabito, Samuel J.,et al. Single-cell landscape in mammary epithelium reveals bipotent-like cells associated with breast cancer risk and outcome[J]. COMMUNICATIONS BIOLOGY,2019,2(-):306.
APA Chen, Weiyan.,Teschendorff, Andrew E..,Morabito, Samuel J..,Kessenbrock, Kai.,Enver, Tariq.,...&,.(2019).Single-cell landscape in mammary epithelium reveals bipotent-like cells associated with breast cancer risk and outcome.COMMUNICATIONS BIOLOGY,2(-),306.
MLA Chen, Weiyan,et al."Single-cell landscape in mammary epithelium reveals bipotent-like cells associated with breast cancer risk and outcome".COMMUNICATIONS BIOLOGY 2.-(2019):306.

入库方式: OAI收割

来源:上海营养与健康研究所

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