A Gene Expression Signature from Human Breast Cancer Cells with Acquired Hormone Independence Identifies MYC as a Mediator of Antiestrogen Resistance

被引:87
作者
Miller, Todd W. [4 ]
Balko, Justin M. [2 ]
Ghazoui, Zara [5 ]
Dunbier, Anita [5 ]
Anderson, Helen [5 ]
Dowsett, Mitch [5 ,6 ]
Gonzalez-Angulo, Ana M. [7 ,8 ]
Mills, Gordon B. [8 ]
Miller, William R. [9 ]
Wu, Huiyun [3 ]
Shyr, Yu [3 ,4 ]
Arteaga, Carlos L. [1 ,2 ,4 ]
机构
[1] Vanderbilt Univ, Med Ctr, Div Hematol Oncol, Dept Canc Biol, Nashville, TN 37232 USA
[2] Vanderbilt Univ, Dept Med, Nashville, TN 37232 USA
[3] Vanderbilt Univ, Dept Biostat, Nashville, TN 37232 USA
[4] Vanderbilt Univ, Breast Canc Res Program, Vanderbilt Ingram Comprehens Canc Ctr, Nashville, TN 37232 USA
[5] Royal Marsden Hosp, Breakthrough Breast Canc Ctr, Inst Canc Res, London SW3 6JJ, England
[6] Royal Marsden Hosp, Acad Dept Biochem, London SW3 6JJ, England
[7] Univ Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
[8] Univ Texas MD Anderson Canc Ctr, Dept Syst Biol, Houston, TX 77030 USA
[9] Univ Edinburgh, Breast Res Grp, Edinburgh, Midlothian, Scotland
关键词
C-MYC; AMPLIFICATION; CYCLE; PROLIFERATION; METAANALYSIS; ANASTROZOLE; PROGNOSIS; REVEALS; GROWTH; INDEX;
D O I
10.1158/1078-0432.CCR-10-2567
中图分类号
R73 [肿瘤学];
学科分类号
100214 [肿瘤学];
摘要
Purpose: Although most patients with estrogen receptor alpha (ER)-positive breast cancer initially respond to endocrine therapy, many ultimately develop resistance to antiestrogens. However, mechanisms of antiestrogen resistance and biomarkers predictive of such resistance are underdeveloped. Experimental Design: We adapted four ER+ human breast cancer cell lines to grow in an estrogen-depleted medium. A gene signature of estrogen independence was developed by comparing expression profiles of long-term estrogen-deprived (LTED) cells to their parental counterparts. We evaluated the ability of the LTED signature to predict tumor response to neoadjuvant therapy with an aromatase inhibitor and disease outcome following adjuvant tamoxifen. We utilized Gene Set Analysis (GSA) of LTED cell gene expression profiles and a loss-of-function approach to identify pathways causally associated with resistance to endocrine therapy. Results: The LTED gene expression signature was predictive of high tumor cell proliferation following neoadjuvant therapy with anastrozole and letrozole, each in different patient cohorts. This signature was also predictive of poor recurrence-free survival in two studies of patients treated with adjuvant tamoxifen. Bioinformatic interrogation of expression profiles in LTED cells revealed a signature of MYC activation. The MYC activation signature and high MYC protein levels were both predictive of poor outcome following tamoxifen therapy. Finally, knockdown of MYC inhibited LTED cell growth. Conclusions: A gene expression signature derived from ER+ breast cancer cells with acquired hormone independence predicted tumor response to aromatase inhibitors and associated with clinical markers of resistance to tamoxifen. Activation of the MYC pathway was associated with this resistance. Clin Cancer Res; 17(7); 2024-34. (C)2011 AACR.
引用
收藏
页码:2024 / 2034
页数:11
相关论文
共 33 条
[1]
HER-2 amplification, HER-1 expression, and tamoxifen response in estrogen receptor-positive metastatic breast cancer: A southwest oncology group study [J].
Arpino, G ;
Green, SJ ;
Allred, DC ;
Lew, D ;
Martino, S ;
Osborne, CK ;
Elledge, RM .
CLINICAL CANCER RESEARCH, 2004, 10 (17) :5670-5676
[2]
Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[3]
BERNS EMJJ, 1992, CANCER RES, V52, P1107
[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]
Ki67 Index, HER2 Status, and Prognosis of Patients With Luminal B Breast Cancer [J].
Cheang, Maggie C. U. ;
Chia, Stephen K. ;
Voduc, David ;
Gao, Dongxia ;
Leung, Samuel ;
Snider, Jacqueline ;
Watson, Mark ;
Davies, Sherri ;
Bernard, Philip S. ;
Parker, Joel S. ;
Perou, Charles M. ;
Ellis, Matthew J. ;
Nielsen, Torsten O. .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2009, 101 (10) :736-750
[6]
Combinatorial analysis of transcription factor partners reveals recruitment of c-MYC to estrogen receptor-α responsive promoters [J].
Cheng, ASL ;
Jin, VX ;
Fan, MY ;
Smith, LT ;
Liyanarachchi, S ;
Yan, PS ;
Leu, YW ;
Chan, MWY ;
Plass, C ;
Nephew, KP ;
Davuluri, RV ;
Huang, THM .
MOLECULAR CELL, 2006, 21 (03) :393-404
[7]
Expression analysis with oligonucleotide microarrays reveals that MYC regulates genes involved in growth, cell cycle, signaling, and adhesion [J].
Coller, HA ;
Grandori, C ;
Tamayo, P ;
Colbert, T ;
Lander, ES ;
Eisenman, RN ;
Golub, TR .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (07) :3260-3265
[8]
Cuny M, 2000, CANCER RES, V60, P1077
[9]
A meta-analysis on the interaction between HER-2 expression and response to endocrine treatment in advanced breast cancer [J].
De Laurentiis, M ;
Arpino, G ;
Massarelli, E ;
Ruggiero, A ;
Carlomagno, C ;
Ciardiello, F ;
Tortora, G ;
D'Agostino, D ;
Caputo, F ;
Cancello, G ;
Montagna, E ;
Malorni, L ;
Zinno, L ;
Lauria, R ;
Bianco, AR ;
De Placido, S .
CLINICAL CANCER RESEARCH, 2005, 11 (13) :4741-4748
[10]
C-myc amplification in breast cancer: a meta-analysis of its occurrence and prognostic relevance [J].
Deming, SL ;
Nass, SJ ;
Dickson, RB ;
Trock, BJ .
BRITISH JOURNAL OF CANCER, 2000, 83 (12) :1688-1695