Integrated MicroRNA and mRNA Signatures Associated with Survival in Triple Negative Breast Cancer

被引:165
作者
Cascione, Luciano [1 ,2 ,3 ]
Gasparini, Pierluigi [1 ,2 ]
Lovat, Francesca [1 ,2 ]
Carasi, Stefania [1 ,2 ]
Pulvirenti, Alfredo [3 ]
Ferro, Alfredo [3 ]
Alder, Hansjuerg [1 ,2 ]
He, Gang [4 ]
Vecchione, Andrea [1 ,2 ,5 ]
Croce, Carlo M. [1 ,2 ]
Shapiro, Charles L. [2 ,6 ,7 ]
Huebner, Kay [1 ,2 ]
机构
[1] Ohio State Univ, Wexner Med Ctr, Dept Mol Virol Immunol & Med Genet, Columbus, OH 43210 USA
[2] Ohio State Univ, Ctr Comprehens Canc, Columbus, OH 43210 USA
[3] Univ Catania, Dept Clin & Mol Biomed, Catania, Italy
[4] Ohio State Univ, Dept Pathol, Wexner Med Ctr, Div Pathol 2, Columbus, OH 43210 USA
[5] Univ Roma La Sapienza, Osped Santo Andrea, Rome, Italy
[6] James Canc Hosp, Div Med Oncol, Columbus, OH USA
[7] James Canc Hosp, Breast Program, Columbus, OH USA
关键词
GENE-EXPRESSION; CELL-GROWTH; C-MYC; SUPPRESSION; METASTASIS; INVASION; CHEMOSENSITIVITY; IDENTIFICATION; MIR-21; BCL-2;
D O I
10.1371/journal.pone.0055910
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
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Triple negative breast cancer (TNBC) is a heterogeneous disease at the molecular, pathologic and clinical levels. To stratify TNBCs, we determined microRNA (miRNA) expression profiles, as well as expression profiles of a cancer-focused mRNA panel, in tumor, adjacent non-tumor (normal) and lymph node metastatic lesion (mets) tissues, from 173 women with TNBCs; we linked specific miRNA signatures to patient survival and used miRNA/mRNA anti-correlations to identify clinically and genetically different TNBC subclasses. We also assessed miRNA signatures as potential regulators of TNBC subclass-specific gene expression networks defined by expression of canonical signal pathways. Tissue specific miRNAs and mRNAs were identified for normal vs tumor vs mets comparisons. miRNA signatures correlated with prognosis were identified and predicted anti-correlated targets within the mRNA profile were defined. Two miRNA signatures (miR-16, 155, 125b, 374a and miR-16, 125b, 374a, 374b, 421, 655, 497) predictive of overall survival (P = 0.05) and distant-disease free survival (P = 0.009), respectively, were identified for patients 50 yrs of age or younger. By multivariate analysis the risk signatures were independent predictors for overall survival and distant-disease free survival. mRNA expression profiling, using the cancer-focused mRNA panel, resulted in clustering of TNBCs into 4 molecular subclasses with different expression signatures anti-correlated with the prognostic miRNAs. Our findings suggest that miRNAs play a key role in triple negative breast cancer through their ability to regulate fundamental pathways such as: cellular growth and proliferation, cellular movement and migration, Extra Cellular Matrix degradation. The results define miRNA expression signatures that characterize and contribute to the phenotypic diversity of TNBC and its metastasis.
引用
收藏
页数:13
相关论文
共 50 条
[1]
The impact of microRNAs on protein output [J].
Baek, Daehyun ;
Villen, Judit ;
Shin, Chanseok ;
Camargo, Fernando D. ;
Gygi, Steven P. ;
Bartel, David P. .
NATURE, 2008, 455 (7209) :64-U38
[2]
MicroRNAs: Target Recognition and Regulatory Functions [J].
Bartel, David P. .
CELL, 2009, 136 (02) :215-233
[3]
MicroRNA expression profiling of human breast cancer identifies new markers of tumor subtype [J].
Blenkiron, Cherie ;
Goldstein, Leonard D. ;
Thorne, Natalie P. ;
Spiteri, Inmaculada ;
Chin, Suet-Feung ;
Dunning, Mark J. ;
Barbosa-Morais, Nuno L. ;
Teschendorff, Andrew E. ;
Green, Andrew R. ;
Ellis, Ian O. ;
Tavare, Simon ;
Caldas, Carlos ;
Miska, Eric A. .
GENOME BIOLOGY, 2007, 8 (10)
[4]
The triple negative paradox: Primary tumor chemosensitivity of breast cancer subtypes [J].
Carey, Lisa A. ;
Dees, E. Claire ;
Sawyer, Lynda ;
Gatti, Lisa ;
Moore, Dominic T. ;
Collichio, Frances ;
Ollila, David W. ;
Sartor, Carolyn I. ;
Graham, Mark L. ;
Perou, Charles M. .
CLINICAL CANCER RESEARCH, 2007, 13 (08) :2329-2334
[5]
Meta-analysis of multiple microarray datasets reveals a common gene signature of metastasis in solid tumors [J].
Daves, Marla H. ;
Hilsenbeck, Susan G. ;
Lau, Ching C. ;
Man, Tsz-Kwong .
BMC MEDICAL GENOMICS, 2011, 4
[6]
MicroRNA in cancer: New hopes for antineoplastic chemotherapy [J].
Di Leva, Gianpiero ;
Briskin, Daniel ;
Croce, Carlo M. .
UPSALA JOURNAL OF MEDICAL SCIENCES, 2012, 117 (02) :202-216
[7]
EVIDENCE THAT THE G1-S AND G2-M TRANSITIONS ARE CONTROLLED BY DIFFERENT CDC2 PROTEINS IN HIGHER EUKARYOTES [J].
FANG, F ;
NEWPORT, JW .
CELL, 1991, 66 (04) :731-742
[8]
WEE1 Inhibition Sensitizes Basal Breast Cancer Cells to TRAIL-Induced Apoptosis [J].
Garimella, Sireesha V. ;
Rocca, Andrea ;
Lipkowitz, Stanley .
MOLECULAR CANCER RESEARCH, 2012, 10 (01) :75-85
[9]
Direct multiplexed measurement of gene expression with color-coded probe pairs [J].
Geiss, Gary K. ;
Bumgarner, Roger E. ;
Birditt, Brian ;
Dahl, Timothy ;
Dowidar, Naeem ;
Dunaway, Dwayne L. ;
Fell, H. Perry ;
Ferree, Sean ;
George, Renee D. ;
Grogan, Tammy ;
James, Jeffrey J. ;
Maysuria, Malini ;
Mitton, Jeffrey D. ;
Oliveri, Paola ;
Osborn, Jennifer L. ;
Peng, Tao ;
Ratcliffe, Amber L. ;
Webster, Philippa J. ;
Davidson, Eric H. ;
Hood, Leroy .
NATURE BIOTECHNOLOGY, 2008, 26 (03) :317-325
[10]
The miRNA-200 family and miRNA-9 exhibit differential expression in primary versus corresponding metastatic tissue in breast cancer [J].
Gravgaard, Karina H. ;
Lyng, Maria B. ;
Laenkholm, Anne-Vibeke ;
Sokilde, Rolf ;
Nielsen, Boye Schnack ;
Litman, Thomas ;
Ditzel, Henrik J. .
BREAST CANCER RESEARCH AND TREATMENT, 2012, 134 (01) :207-217