Signalling pathway for RKIP and Let-7 regulates and predicts metastatic breast cancer

被引:170
作者
Yun, Jieun [2 ]
Frankenberger, Casey A. [2 ]
Kuo, Wen-Liang [2 ]
Boelens, Mirjam C. [1 ]
Eves, Eva M. [2 ]
Cheng, Nancy [2 ]
Liang, Han [3 ]
Li, Wen-Hsiung [3 ]
Ishwaran, Hemant [4 ]
Minn, Andy J. [1 ]
Rosner, Marsha Rich [2 ]
机构
[1] Univ Penn, Abramson Family Canc Res Inst, Dept Radiat Oncol, Philadelphia, PA 19104 USA
[2] Univ Chicago, Ben May Dept Canc Res, Chicago, IL 60637 USA
[3] Univ Chicago, Dept Ecol & Evolut, Chicago, IL 60637 USA
[4] Cleveland Clin, Dept Quantitat Hlth Sci, Cleveland, OH 44106 USA
关键词
BACH1; gene signature; Let-7; metastasis; RKIP; RAF KINASE INHIBITOR; PROTEIN EXPRESSION; GENE SIGNATURE; CELL-LINES; MICRORNA; SUPPRESSION; REDUCTION; MARKER;
D O I
10.1038/emboj.2011.312
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Tumour metastasis suppressors are inhibitors of metastasis but their mechanisms of action are generally not understood. We previously showed that the suppressor Raf kinase inhibitory protein (RKIP) inhibits breast tumour metastasis in part via let-7. Here, we demonstrate an integrated approach combining statistical analysis of breast tumour gene expression data and experimental validation to extend the signalling pathway for RKIP. We show that RKIP inhibits let-7 targets (HMGA2, BACH1) that in turn upregulate bone metastasis genes (MMP1, OPN, CXCR4). Our results reveal BACH1 as a novel let-7-regulated transcription factor that induces matrix metalloproteinase1 (MMP1) expression and promotes metastasis. An RKIP pathway metastasis signature (designated RPMS) derived from the complete signalling cascade predicts high metastatic risk better than the individual genes. These results highlight a powerful approach for identifying signalling pathways downstream of a key metastasis suppressor and indicate that analysis of genes in the context of their signalling environment is critical for understanding their predictive and therapeutic potential. The EMBO Journal (2011) 30, 4500-4514. doi:10.1038/emboj.2011.312; Published online 26 August 2011
引用
收藏
页码:4500 / 4514
页数:15
相关论文
共 58 条
[1]  
Akaishi J, 2006, ANTICANCER RES, V26, P4437
[2]   Raf kinase inhibitor protein expression in a survival analysis of colorectal cancer patients [J].
Al-Mulla, Fahd ;
Hagan, Suzanne ;
Behbehani, Abdulla I. ;
Bitar, Milad S. ;
George, Shirley S. ;
Going, James J. ;
Curto Garcia, Jorge J. ;
Scott, Lucy ;
Fyfe, Nicky ;
Murray, Graeme I. ;
Kolch, Walter .
JOURNAL OF CLINICAL ONCOLOGY, 2006, 24 (36) :5672-5679
[3]  
[Anonymous], 2009, R: A language and environment for statistical computing
[4]   Oncogenic pathway signatures in human cancers as a guide to targeted therapies [J].
Bild, AH ;
Yao, G ;
Chang, JT ;
Wang, QL ;
Potti, A ;
Chasse, D ;
Joshi, MB ;
Harpole, D ;
Lancaster, JM ;
Berchuck, A ;
Olson, JA ;
Marks, JR ;
Dressman, HK ;
West, M ;
Nevins, JR .
NATURE, 2006, 439 (7074) :353-357
[5]   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)
[6]   Metastasis Suppressors and the Tumor Microenvironment [J].
Bodenstine, Thomas M. ;
Welch, Danny R. .
CANCER MICROENVIRONMENT, 2008, 1 (01) :1-11
[7]   Identification of let-7-regulated oncofetal genes [J].
Boyerinas, Benjamin ;
Park, Sun-Mi ;
Shomron, Noam ;
Hedegaard, Mads M. ;
Vinther, Jeppe ;
Andersen, Jens S. ;
Feig, Christine ;
Xu, Jinbo ;
Burg, Christopher B. ;
Peter, Marcus E. .
CANCER RESEARCH, 2008, 68 (08) :2587-2591
[8]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[9]   MDA-MB-435 and M14 Cell Lines: Identical but not M14 Melanoma? [J].
Chambers, Ann F. .
CANCER RESEARCH, 2009, 69 (13) :5292-5293
[10]   Robustness, scalability, and integration of a wound-response gene expression signature in predicting breast cancer survival [J].
Chang, HY ;
Nuyten, DSA ;
Sneddon, JB ;
Hastie, T ;
Tibshirani, R ;
Sorlie, T ;
Dai, HY ;
He, YDD ;
van't Veer, LJ ;
Bartelink, H ;
van de Rijn, M ;
Brown, PO ;
van de Vijver, MJ .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (10) :3738-3743