Portraying breast cancers with long noncoding RNAs

被引:85
|
作者
Van Grembergen, Olivier [1 ]
Bizet, Martin [1 ,2 ,3 ]
de Bony, Eric J. [1 ]
Calonne, Emilie [1 ]
Putmans, Pascale [1 ]
Brohee, Sylvain [4 ]
Olsen, Catharina [2 ]
Guo, Mingzhou [5 ]
Bontempi, Gianluca [2 ,3 ]
Sotiriou, Christos [4 ]
Defrance, Matthieu [1 ,3 ]
Fuks, Francois [1 ]
机构
[1] Univ Libre Bruxelles, ULB Canc Res Ctr U CRC, Fac Med, Lab Canc Epigenet, B-1070 Brussels, Belgium
[2] Univ Libre Bruxelles, Dept Comp Sci, Machine Learning Grp, B-1050 Brussels, Belgium
[3] Univ Libre Bruxelles, Vrije Univ Brussel, Interuniv Inst Bioinformat Brussels, B-1050 Brussels, Belgium
[4] Univ Libre Bruxelles, Inst Jules Bordet, Breast Canc Translat Res Lab, B-1000 Brussels, Belgium
[5] Chinese Peoples Liberat Army Gen Hosp, Dept Gastroenterol & Hepatol, Beijing 100853, Peoples R China
来源
SCIENCE ADVANCES | 2016年 / 2卷 / 09期
关键词
LINC00152 PROMOTES PROLIFERATION; ESTROGEN-RECEPTOR; GENE-EXPRESSION; PREDICT METASTASIS; CLASS DISCOVERY; GASTRIC-CANCER; HOTAIR; CONTRIBUTES; PATHWAY; CELLS;
D O I
10.1126/sciadv.1600220
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Evidence is emerging that long noncoding RNAs (lncRNAs) may play a role in cancer development, but this role is not yet clear. We performed a genome-wide transcriptional survey to explore the lncRNA landscape across 995 breast tissue samples. We identified 215 lncRNAs whose genes are aberrantly expressed in breast tumors, as compared to normal samples. Unsupervised hierarchical clustering of breast tumors on the basis of their lncRNAs revealed four breast cancer subgroups that correlate tightly with PAM50-defined mRNA-based subtypes. Using multivariate analysis, we identified no less than 210 lncRNAs prognostic of clinical outcome. By analyzing the coexpression of lncRNA genes and protein-coding genes, we inferred potential functions of the 215 dysregulated lncRNAs. We then associated subtype-specific lncRNAs with key molecular processes involved in cancer. A correlation was observed, on the one hand, between luminal A-specific lncRNAs and the activation of phosphatidylinositol 3-kinase, fibroblast growth factor, and transforming growth factor-beta pathways and, on the other hand, between basal-like-specific lncRNAs and the activation of epidermal growth factor receptor (EGFR)-dependent pathways and of the epithelial-to-mesenchymal transition. Finally, we showed that a specific lncRNA, which we called CYTOR, plays a role in breast cancer. We confirmed its predicted functions, showing that it regulates genes involved in the EGFR/mammalian target of rapamycin pathway and is required for cell proliferation, cell migration, and cytoskeleton organization. Overall, our work provides the most comprehensive analyses for lncRNA in breast cancers. Our findings suggest a wide range of biological functions associated with lncRNAs in breast cancer and provide a foundation for functional investigations that could lead to new therapeutic approaches.
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收藏
页数:15
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