Gene expression profiling for molecular characterization of inflammatory breast cancer and prediction of response to chemotherapy

被引:139
作者
Bertucci, F
Finetti, P
Rougemont, J
Charafe-Jauffret, E
Nasser, V
Loriod, W
Camerlo, J
Tagett, R
Tarpin, C
Houvenaeghel, G
Nguyen, C
Maraninchi, D
Jacquemier, J
Houlgatte, R
Birnbaum, D
Viens, P
机构
[1] IFR137, Inst Paoli Calmettes, UMR 599, INSERM,Dept Oncol Mol, F-13009 Marseille, France
[2] IFR137, Inst Paoli Calmettes, UMR 599, INSERM,Dept Biopathol, F-13009 Marseille, France
[3] IFR137, Inst Paoli Calmettes, UMR 599, INSERM,Dept Chirurg, F-13009 Marseille, France
[4] Univ Mediterranee, Fac Med, Marseille, France
[5] INSERM, Lab TAGC, ERm 206, F-13258 Marseille, France
[6] Ipsogen SA, Marseille, France
[7] Ctr Invest Clin Marseille St Marguerite, Marseille, France
关键词
D O I
10.1158/0008-5472.CAN-04-2696
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Inflammatory breast cancer (IBC) is a rare but aggressive form of breast cancer with a 5-year survival limited to similar to40%. Diagnosis, based on clinical and/or pathological criteria, may be difficult. Optimal systemic neoadjuvant therapy and accurate predictors of pathological response have yet to be defined for increasing response rate and survival. Using DNA microarrrays containing similar to8,000 genes, we profiled breast cancer samples from 81 patients, including 37 with IBC and 44 with noninflammatory breast cancer (NIBC). Global unsupervised hierarchical clustering was able to some extent to distinguish IBC and NIBC cases and revealed subclasses of IBC. Supervised analysis identified a 109-gene set the expression of which discriminated IBC from NIBC samples. This molecular signature was validated in an independent series of 26 samples, with an overall performance accuracy of 85%. Discriminator genes were associated with various cellular processes possibly related to the aggressiveness of IBC, including signal transduction, cell motility, adhesion, and angiogenesis. A similar approach, with leave-one-out cross-validation, identified an 85-gene set that divided IBC patients with significantly different pathological complete response rate (70% in one group and 0% in the other group). These results show the potential of gene expression profiling to contribute to a better understanding of IBC, and to provide new diagnostic and predictive factors for IBC, as well as for potential therapeutic targets.
引用
收藏
页码:8558 / 8565
页数:8
相关论文
共 45 条
[1]   Gene expression profiles predict complete pathologic response to neoadjuvant paclitaxel and fluorouracil, doxorubicin, and cyclophosphamide chemotherapy in breast cancer [J].
Ayers, M ;
Symmans, WF ;
Stec, J ;
Damokosh, AI ;
Clark, E ;
Hess, K ;
Lecocke, M ;
Metivier, J ;
Booser, D ;
Ibrahim, N ;
Valero, V ;
Royce, M ;
Arun, B ;
Whitman, G ;
Ross, J ;
Sneige, N ;
Hortobagyi, GN ;
Pusztai, L .
JOURNAL OF CLINICAL ONCOLOGY, 2004, 22 (12) :2284-2293
[2]   Gene expression profiling of colon cancer by DNA microarrays and correlation with histoclinical parameters [J].
Bertucci, F ;
Salas, S ;
Eysteries, S ;
Nasser, V ;
Finetti, P ;
Ginestier, C ;
Charafe-Jauffret, E ;
Loriod, B ;
Bachelart, L ;
Montfort, J ;
Victorero, G ;
Viret, F ;
Ollendorff, V ;
Fert, V ;
Giovaninni, M ;
Delpero, JR ;
Nguyen, C ;
Viens, P ;
Monges, G ;
Birnbaum, D ;
Houlgatte, R .
ONCOGENE, 2004, 23 (07) :1377-1391
[3]   Expression scanning of an array of growth control genes in human tumor cell lines [J].
Bertucci, F ;
Van Hulst, S ;
Bernard, K ;
Loriod, B ;
Granjeaud, S ;
Tagett, R ;
Starkey, M ;
Nguyen, C ;
Jordan, B ;
Birnbaum, D .
ONCOGENE, 1999, 18 (26) :3905-3912
[4]   Identification and validation of an ERBB2 gene expression signature in breast cancers [J].
Bertucci, F ;
Borie, N ;
Ginestier, C ;
Groulet, A ;
Charafe-Jauffret, E ;
Adélaïde, J ;
Geneix, J ;
Bachelart, L ;
Finetti, P ;
Koki, A ;
Hermitte, F ;
Hassoun, J ;
Debono, S ;
Viens, P ;
Fert, V ;
Jacquemier, J ;
Birnbaum, D .
ONCOGENE, 2004, 23 (14) :2564-2575
[5]   Gene expression profiling of cancer by use of DNA arrays: how far from the clinic? [J].
Bertucci, F ;
Houlgatte, R ;
Nguyen, C ;
Viens, P ;
Jordan, BR ;
Birnbaum, D .
LANCET ONCOLOGY, 2001, 2 (11) :674-682
[6]   Gene expression profiles of poor-prognosis primary breast cancer correlate with survival [J].
Bertucci, F ;
Nasser, V ;
Granjeaud, S ;
Eisinger, F ;
Adelaïde, J ;
Tagett, R ;
Loriod, A ;
Giaconia, A ;
Benziane, A ;
Devilard, E ;
Jacquemier, J ;
Viens, P ;
Nguyen, C ;
Birnbaum, D ;
Houlgatte, R .
HUMAN MOLECULAR GENETICS, 2002, 11 (08) :863-872
[7]   Sensitivity issues in DNA array-based expression measurements and performance of nylon microarrays for small samples [J].
Bertucci, F ;
Bernard, K ;
Loriod, B ;
Chang, YC ;
Granjeaud, S ;
Birnbaum, D ;
Nguyen, C ;
Peck, K ;
Jordan, BR .
HUMAN MOLECULAR GENETICS, 1999, 8 (09) :1715-1722
[8]   Nuclear factor-kappa B and cancer: its role in prevention and therapy [J].
Bharti, AC ;
Aggarwal, BB .
BIOCHEMICAL PHARMACOLOGY, 2002, 64 (5-6) :883-888
[9]  
Buzdar A U, 1995, Surg Oncol Clin N Am, V4, P715
[10]   Gene expression profiling for the prediction of therapeutic response to docetaxel in patients with breast cancer [J].
Chang, JC ;
Wooten, EC ;
Tsimelzon, A ;
Hilsenbeck, SG ;
Gutierrez, MC ;
Elledge, R ;
Mohsin, S ;
Osborne, CK ;
Chamness, GC ;
Allred, DC ;
O'Connell, P .
LANCET, 2003, 362 (9381) :362-369