Gene expression profiling of NMU-induced rat mammary tumors: cross species comparison with human breast cancer

被引:94
作者
Chan, MM
Lu, X
Merchant, FM
Iglehart, JD
Miron, PL
机构
[1] Beth Israel Deaconess Med Ctr, Dept Pathol, Boston, MA 02115 USA
[2] Harvard Univ, Sch Publ Hlth, Dept Biostat, Boston, MA 02115 USA
[3] Massachusetts Gen Hosp, Dept Med, Boston, MA 02115 USA
[4] Brigham & Womens Hosp, Dept Surg, Boston, MA 02115 USA
[5] Dana Farber Canc Inst, Dept Canc Biol, Boston, MA 02115 USA
关键词
D O I
10.1093/carcin/bgi100
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Breast cancer is a complex genetic disease characterized by the accumulation of multiple molecular alterations. The NMU breast cancer model induced in the rat is used for the study of mammary carcinogenesis because it closely mimics human breast disease. To assess the validity of this model from a more global molecular perspective, and also to devise a general technique to compare animal profiles with human microarray studies, we have characterized 25 NMU-induced mammary tumors and 11 normal glands using a combination of immunohistochemical and microarray analyses. The rat mammary carcinomas were classified as non-invasive, ER-positive ductal carcinomas with a composition of differentiated epithelial and myoepithelial cell lineages. Gene expression profiles generated using rat Affymetrix arrays containing 15 866 genes demonstrated that the rat mammary tumors are homogeneous and that H-ras mutations did not confer a unique molecular signature. We compared the resulting rat profiles with those obtained from a human dataset by merging the raw microarray data, using an approach that involves a combination of cross-species and cross-platform analysis. Using this novel strategy, we demonstrate the ability of 2305 rat orthologs to recapitulate the classification of human tumors derived from human Affymetrix arrays. The gene expression profiles of the NMU-induced primary tumors were most similar to ER-positive, low to intermediate grade breast cancer. Our technique provides a means to correlate gene expression data from animal models of cancer to human cancer and disease states.
引用
收藏
页码:1343 / 1353
页数:11
相关论文
共 74 条
[1]   Global expression analysis of N-methyl-N′-nitro-N-nitrosoguanidine-induced rat stomach carcinomas using oligonucleotide microarrays [J].
Abe, M ;
Yamashita, S ;
Kuramoto, T ;
Hirayama, Y ;
Tsukamoto, T ;
Ohta, T ;
Tatematsu, M ;
Ohki, M ;
Takato, T ;
Sugimura, T ;
Ushijima, T .
CARCINOGENESIS, 2003, 24 (05) :861-867
[2]  
ALDAZ CM, 1992, CANCER RES, V52, P4791
[3]  
[Anonymous], 1979, Multivariate analysis
[4]   Transgenic rats carrying human c-Ha-ras proto-oncogenes are highly susceptible to N-methyl-N-nitrosourea mammary carcinogenesis [J].
Asamoto, M ;
Ochiya, T ;
Toriyama-Baba, H ;
Ota, T ;
Sekiya, T ;
Terada, M ;
Tsuda, H .
CARCINOGENESIS, 2000, 21 (02) :243-249
[5]   p63, a p53 homologue, is a selective nuclear marker of myoepithelial cells of the human breast [J].
Barbareschi, M ;
Pecciarini, L ;
Cangi, MG ;
Macrì, E ;
Rizzo, A ;
Viale, G ;
Doglioni, C .
AMERICAN JOURNAL OF SURGICAL PATHOLOGY, 2001, 25 (08) :1054-1060
[6]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[7]   DNA microarray analysis of chimpanzee liver during acute resolving hepatitis C virus infection [J].
Bigger, CB ;
Brasky, KM ;
Lanford, RE .
JOURNAL OF VIROLOGY, 2001, 75 (15) :7059-7066
[8]   The use and analysis of microarray data [J].
Butte, A .
NATURE REVIEWS DRUG DISCOVERY, 2002, 1 (12) :951-960
[9]   Ha-ras-1 oncogene mutations in mammary epithelial cells do not contribute to initiation of spontaneous mammary tumorigenesis in rats [J].
Cha, RS ;
Guerra, L ;
Thilly, WG ;
Zarbl, H .
CARCINOGENESIS, 1996, 17 (11) :2519-2524
[10]  
Cheung SY, 2003, INT J ONCOL, V22, P1383