A clinically relevant gene signature in triple negative and basal-like breast cancer

被引:246
作者
Rody, Achim [1 ]
Karn, Thomas [1 ]
Liedtke, Cornelia [2 ]
Pusztai, Lajos [3 ]
Ruckhaeberle, Eugen [1 ]
Hanker, Lars [1 ]
Gaetje, Regine [1 ]
Solbach, Christine [1 ]
Ahr, Andre [1 ]
Metzler, Dirk [4 ]
Schmidt, Marcus [5 ]
Mueller, Volkmar [6 ]
Holtrich, Uwe [1 ]
Kaufmann, Manfred [1 ]
机构
[1] Goethe Univ Frankfurt, Dept Obstet & Gynecol, D-60590 Frankfurt, Germany
[2] Univ Munster, Dept Obstet & Gynecol, D-48149 Munster, Germany
[3] Univ Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77230 USA
[4] Univ Munich, Dept Biol 2, D-82152 Planegg Martinsried, Germany
[5] Johannes Gutenberg Univ Mainz, Dept Obstet & Gynecol, D-55131 Mainz, Germany
[6] Univ Hamburg, Dept Obstet & Gynecol, D-20246 Hamburg, Germany
来源
BREAST CANCER RESEARCH | 2011年 / 13卷 / 05期
关键词
EXPRESSION SIGNATURE; MOLECULAR PORTRAITS; PROGNOSTIC VALUE; IMMUNE-RESPONSE; STEM-CELLS; PROLIFERATION; MICROARRAY; PREDICTORS; SUBTYPES; SURVIVAL;
D O I
10.1186/bcr3035
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Introduction: Current prognostic gene expression profiles for breast cancer mainly reflect proliferation status and are most useful in ER-positive cancers. Triple negative breast cancers (TNBC) are clinically heterogeneous and prognostic markers and biology-based therapies are needed to better treat this disease. Methods: We assembled Affymetrix gene expression data for 579 TNBC and performed unsupervised analysis to define metagenes that distinguish molecular subsets within TNBC. We used n = 394 cases for discovery and n = 185 cases for validation. Sixteen metagenes emerged that identified basal-like, apocrine and claudin-low molecular subtypes, or reflected various non-neoplastic cell populations, including immune cells, blood, adipocytes, stroma, angiogenesis and inflammation within the cancer. The expressions of these metagenes were correlated with survival and multivariate analysis was performed, including routine clinical and pathological variables. Results: Seventy-three percent of TNBC displayed basal-like molecular subtype that correlated with high histological grade and younger age. Survival of basal-like TNBC was not different from non basal-like TNBC. High expression of immune cell metagenes was associated with good and high expression of inflammation and angiogenesis-related metagenes were associated with poor prognosis. A ratio of high B-cell and low IL-8 metagenes identified 32% of TNBC with good prognosis (hazard ratio (HR) 0.37, 95% CI 0.22 to 0.61; P < 0.001) and was the only significant predictor in multivariate analysis including routine clinicopathological variables. Conclusions: We describe a ratio of high B-cell presence and low IL-8 activity as a powerful new prognostic marker for TNBC. Inhibition of the IL-8 pathway also represents an attractive novel therapeutic target for this disease.
引用
收藏
页数:12
相关论文
共 64 条
[1]   High expression of lymphocyte-associated genes in node-negative HER2+ breast cancers correlates with lower recurrence rates [J].
Alexe, Gabricla ;
Dalgin, Gul S. ;
Scanfeld, Daniel ;
Tamayo, Pablo ;
Mesirov, Jill P. ;
DeLisi, Charles ;
Harris, Lyndsay ;
Barnard, Nicola ;
Martel, Maritza ;
Levine, Arnold J. ;
Ganesan, Shridar ;
Bhanot, Gyan .
CANCER RESEARCH, 2007, 67 (22) :10669-10676
[2]   Vascular endothelial growth factor and its relationship to inflammatory mediators [J].
Angelo, Laura S. ;
Kurzrock, Razelle .
CLINICAL CANCER RESEARCH, 2007, 13 (10) :2825-2830
[3]  
[Anonymous], R: The R project for statistical computing
[4]   How basal are triple-negative breast cancers? [J].
Bertucci, Francois ;
Finetti, Pascal ;
Cervera, Nathalie ;
Esterni, Benjamin ;
Hermitte, Fabienne ;
Viens, Patrice ;
Birnbaum, Daniel .
INTERNATIONAL JOURNAL OF CANCER, 2008, 123 (01) :236-240
[5]   Molecular Anatomy of Breast Cancer Stroma and Its Prognostic Value in Estrogen Receptor-Positive and -Negative Cancers [J].
Bianchini, Giampaolo ;
Qi, Yuan ;
Alvarez, Ricardo H. ;
Iwamoto, Takayuki ;
Coutant, Charles ;
Ibrahim, Nuhad K. ;
Valero, Vicente ;
Cristofanilli, Massimo ;
Green, Marjorie C. ;
Radvanyi, Laszlo ;
Hatzis, Christos ;
Hortobagyi, Gabriel N. ;
Andre, Fabrice ;
Gianni, Luca ;
Symmans, W. Fraser ;
Pusztai, Lajos .
JOURNAL OF CLINICAL ONCOLOGY, 2010, 28 (28) :4316-4323
[6]   CXC chemokines located in the 4q21 region are up-regulated in breast cancer [J].
Bieche, Ivan ;
Chavey, Carine ;
Andrieu, Catherine ;
Busson, Muriel ;
Vacher, Sophie ;
Le Corre, Ludovic ;
Guinebretiere, Jean-Marc ;
Burlinchon, Sandrine ;
Lidereau, Rosette ;
Lazennec, Gwendal .
ENDOCRINE-RELATED CANCER, 2007, 14 (04) :1039-1052
[7]   Effects of infiltrating lymphocytes and estrogen receptor on gene expression and prognosis in breast cancer [J].
Calabro, Alberto ;
Beissbarth, Tim ;
Kuner, Ruprecht ;
Stojanov, Michael ;
Benner, Axel ;
Asslaber, Martin ;
Ploner, Ferdinand ;
Zatloukal, Kurt ;
Samonigg, Hellmut ;
Poustka, Annemarie ;
Sueltmann, Holger .
BREAST CANCER RESEARCH AND TREATMENT, 2009, 116 (01) :69-77
[8]   Clinical Studies With Anti-CTLA-4 Antibodies in Non-melanoma Indications [J].
Calabro, Luana ;
Danielli, Riccardo ;
Sigalotti, Luca ;
Maio, Michele .
SEMINARS IN ONCOLOGY, 2010, 37 (05) :460-467
[9]   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
[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