A compact VEGF signature associated with distant metastases and poor outcomes

被引:144
作者
Hu, Zhiyuan [1 ,2 ]
Fan, Cheng [1 ]
Livasy, Chad [1 ,3 ]
He, Xiaping [1 ,2 ]
Oh, Daniel S. [1 ,2 ]
Ewend, Matthew G. [1 ,4 ]
Carey, Lisa A. [1 ,4 ]
Subramanian, Subbaya [5 ]
West, Robert [5 ]
Ikpatt, Francis [6 ]
Olopade, Olufunmilayo I. [6 ]
van de Rijn, Matt [5 ]
Perou, Charles M. [1 ,2 ,3 ]
机构
[1] Univ N Carolina, Lineberger Comprehens Canc Ctr, Chapel Hill, NC 27599 USA
[2] Univ N Carolina, Dept Genet, Chapel Hill, NC 27599 USA
[3] Univ N Carolina, Dept Pathol & Lab Med, Chapel Hill, NC 27599 USA
[4] Univ N Carolina, Dept Med, Chapel Hill, NC 27599 USA
[5] Stanford Univ, Med Ctr, Dept Pathol, Stanford, CA 94035 USA
[6] Univ Chicago, Hematol Oncol Sect, Dept Med, Comm Genet & Canc Biol, Chicago, IL 60637 USA
来源
BMC MEDICINE | 2009年 / 7卷
基金
美国国家卫生研究院;
关键词
BREAST-CANCER METASTASIS; GENE-EXPRESSION PATTERNS; MOLECULAR PORTRAITS; ESTROGEN-RECEPTOR; HYPOXIA; SURVIVAL; TUMORS; CLASSIFICATION; ADRENOMEDULLIN; CARCINOMAS;
D O I
10.1186/1741-7015-7-9
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Tumor metastases pose the greatest threat to a patient's survival, and thus, understanding the biology of disseminated cancer cells is critical for developing effective therapies. Methods: Microarrays and immunohistochemistry were used to analyze primary breast tumors, regional (lymph node) metastases, and distant metastases in order to identify biological features associated with distant metastases. Results: When compared with each other, primary tumors and regional metastases showed statistically indistinguishable gene expression patterns. Supervised analyses comparing patients with distant metastases versus primary tumors or regional metastases showed that the distant metastases were distinct and distinguished by the lack of expression of fibroblast/mesenchymal genes, and by the high expression of a 13-gene profile (that is, the 'vascular endothelial growth factor (VEGF) profile') that included VEGF, ANGPTL4, ADM and the monocarboxylic acid transporter SLC16A3. At least 8 out of 13 of these genes contained HIF1 alpha binding sites, many are known to be HIF1 alpha-regulated, and expression of the VEGF profile correlated with HIF1 alpha IHC positivity. The VEGF profile also showed prognostic significance on tests of sets of patients with breast and lung cancer and glioblastomas, and was an independent predictor of outcomes in primary breast cancers when tested in models that contained other prognostic gene expression profiles and clinical variables. Conclusion: These data identify a compact in vivo hypoxia signature that tends to be present in distant metastasis samples, and which portends a poor outcome in multiple tumor types. This signature suggests that the response to hypoxia includes the ability to promote new blood and lymphatic vessel formation, and that the dual targeting of multiple cell types and pathways will be needed to prevent metastatic spread.
引用
收藏
页数:14
相关论文
共 64 条
[1]   Myoepithelial cells: good fences make good neighbors [J].
Adriance, MC ;
Inman, JL ;
Petersen, OW ;
Bissell, MJ .
BREAST CANCER RESEARCH, 2005, 7 (05) :190-197
[2]   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
[3]   Adjustment of systematic microarray data biases [J].
Benito, M ;
Parker, J ;
Du, Q ;
Wu, JY ;
Xang, D ;
Perou, CM ;
Marron, JS .
BIOINFORMATICS, 2004, 20 (01) :105-114
[4]   Metastasis genes: A progression puzzle [J].
Bernards, R ;
Weinberg, RA .
NATURE, 2002, 418 (6900) :823-823
[5]   Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses [J].
Bhattacharjee, A ;
Richards, WG ;
Staunton, J ;
Li, C ;
Monti, S ;
Vasa, P ;
Ladd, C ;
Beheshti, J ;
Bueno, R ;
Gillette, M ;
Loda, M ;
Weber, G ;
Mark, EJ ;
Lander, ES ;
Wong, W ;
Johnson, BE ;
Golub, TR ;
Sugarbaker, DJ ;
Meyerson, M .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (24) :13790-13795
[6]   Intrinsic molecular signature of breast cancer in a population-based cohort of 412 patients [J].
Calza, Stefano ;
Hall, Per ;
Auer, Gert ;
Bjohle, Judith ;
Klaar, Sigrid ;
Kronenwett, Ulrike ;
T Liu, Edison ;
Miller, Lance ;
Ploner, Alexander ;
Smeds, Johanna ;
Bergh, Jonas ;
Pawitan, Yudi .
BREAST CANCER RESEARCH, 2006, 8 (04)
[7]   X-tile: A new bio-informatics tool for biomarker assessment and outcome-based cut-point optimization [J].
Camp, RL ;
Dolled-Filhart, M ;
Rimm, DL .
CLINICAL CANCER RESEARCH, 2004, 10 (21) :7252-7259
[8]   Race, breast cancer subtypes, and survival in the Carolina Breast Cancer Study [J].
Carey, Lisa A. ;
Perou, Charles M. ;
Livasy, Chad A. ;
Dressler, Lynn G. ;
Cowan, David ;
Conway, Kathleen ;
Karaca, Gamze ;
Troester, Melissa A. ;
Tse, Chiu Kit ;
Edmiston, Sharon ;
Deming, Sandra L. ;
Geradts, Joseph ;
Cheang, Maggie C. U. ;
Nielsen, Torsten O. ;
Moorman, Patricia G. ;
Earp, H. Shelton ;
Millikan, Robert C. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2006, 295 (21) :2492-2502
[9]   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
[10]   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