Characterization of heterotypic interaction effects in vitro to deconvolute global gene expression profiles in cancer

被引:74
作者
Buess, Martin [2 ]
Nuyten, Dimitry S. A. [4 ]
Hastie, Trevor [3 ]
Nielsen, Torsten [5 ]
Pesich, Robert [2 ]
Brown, Patrick O. [1 ,2 ]
机构
[1] Stanford Univ, Sch Med, Howard Hughes Med Inst, Stanford, CA 94305 USA
[2] Stanford Univ, Sch Med, Dept Biochem, Stanford, CA 94305 USA
[3] Stanford Univ, Sch Med, Dept Stat, Stanford, CA 94305 USA
[4] Netherlands Canc Inst, Dept Radiat Oncol & Diagnost Oncol, NL-1066 CX Amsterdam, Netherlands
[5] Univ British Columbia, Dept Pathol & Lab Med, Vancouver, BC V5Z 1M9, Canada
关键词
D O I
10.1186/gb-2007-8-9-r191
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Perturbations in cell-cell interactions are a key feature of cancer. However, little is known about the systematic effects of cell-cell interaction on global gene expression in cancer. Results: We used an ex vivo model to simulate tumor-stroma interaction by systematically co-cultivating breast cancer cells with stromal fibroblasts and determined associated gene expression changes with cDNA microarrays. In the complex picture of epithelial-mesenchymal interaction effects, a prominent characteristic was an induction of interferon-response genes (IRGs) in a subset of cancer cells. In close proximity to these cancer cells, the fibroblasts secreted type I interferons, which, in turn, induced expression of the IRGs in the tumor cells. Paralleling this model, immunohistochemical analysis of human breast cancer tissues showed that STATI, the key transcriptional activator of the IRGs, and itself an IRG, was expressed in a subset of the cancers, with a striking pattern of elevated expression in the cancer cells in close proximity to the stroma. In vivo, expression of the IRGs was remarkably coherent, providing a basis for segregation of 295 early-stage breast cancers into two groups. Tumors with high compared to low expression levels of IRGs were associated with significantly shorter overall survival; 59% versus 80% at 10 years (logrank p = 0.001). Conclusion: In an effort to deconvolute global gene expression profiles of breast cancer by systematic characterization of heterotypic interaction effects in vitro, we found that an interaction between some breast cancer cells and stromal fibroblasts can induce an interferon-response, and that this response may be associated with a greater propensity for tumor progression.
引用
收藏
页数:17
相关论文
共 63 条
[1]   Molecular characterization of the tumor microenvironment in breast cancer [J].
Allinen, M ;
Beroukhim, R ;
Cai, L ;
Brennan, C ;
Lahti-Domenici, J ;
Huang, HY ;
Porter, D ;
Hu, M ;
Chin, L ;
Richardson, A ;
Schnitt, S ;
Sellers, WR ;
Polyak, K .
CANCER CELL, 2004, 6 (01) :17-32
[2]   Epithelial mesenchymal interactions in cancer and development [J].
Arias, AM .
CELL, 2001, 105 (04) :425-431
[3]  
Ball CA, 2005, NUCLEIC ACIDS RES, V33, pD580
[4]   TGF-β signaling in fibroblasts modulates the oncogenic potential of adjacent epithelia [J].
Bhowmick, NA ;
Chytil, A ;
Plieth, D ;
Gorska, AE ;
Dumont, N ;
Shappell, S ;
Washington, MK ;
Neilson, EG ;
Moses, HL .
SCIENCE, 2004, 303 (5659) :848-851
[5]   Putting tumours in context [J].
Bissell, MJ ;
Radisky, D .
NATURE REVIEWS CANCER, 2001, 1 (01) :46-54
[6]   The organizing principle: microenvironmental influences in the normal and malignant breast [J].
Bissell, MJ ;
Radisky, DC ;
Rizki, A ;
Weaver, VM ;
Petersen, OW .
DIFFERENTIATION, 2002, 70 (9-10) :537-546
[7]   FIBROBLAST-MEDIATED ACCELERATION OF HUMAN EPITHELIAL TUMOR-GROWTH INVIVO [J].
CAMPS, JL ;
CHANG, SM ;
HSU, TC ;
FREEMAN, MR ;
HONG, SJ ;
ZHAU, HE ;
VONESCHENBACH, AC ;
CHUNG, LWK .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1990, 87 (01) :75-79
[8]   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
[9]   Gene expression signature of fibroblast serum response predicts human cancer progression: Similarities between tumors and wounds [J].
Chang, HY ;
Sneddon, JB ;
Alizadeh, AA ;
Sood, R ;
West, RB ;
Montgomery, K ;
Chi, JT ;
van de Rijn, M ;
Botstein, D ;
Brown, PO .
PLOS BIOLOGY, 2004, 2 (02) :206-214
[10]   Diversity, topographic differentiation, and positional memory in human fibroblasts [J].
Chang, HY ;
Chi, JT ;
Dudoit, S ;
Bondre, C ;
van de Rijn, M ;
Botstein, D ;
Brown, PO .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (20) :12877-12882