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Identification of conserved gene expression features between murine mammary carcinoma models and human breast tumors

BACKGROUND: Although numerous mouse models of breast carcinomas have been developed, we do not know the extent to which any faithfully represent clinically significant human phenotypes. To address this need, we characterized mammary tumor gene expression profiles from 13 different murine models usin...

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Autores principales: Herschkowitz, Jason I, Simin, Karl, Weigman, Victor J, Mikaelian, Igor, Usary, Jerry, Hu, Zhiyuan, Rasmussen, Karen E, Jones, Laundette P, Assefnia, Shahin, Chandrasekharan, Subhashini, Backlund, Michael G, Yin, Yuzhi, Khramtsov, Andrey I, Bastein, Roy, Quackenbush, John, Glazer, Robert I, Brown, Powel H, Green, Jeffrey E, Kopelovich, Levy, Furth, Priscilla A, Palazzo, Juan P, Olopade, Olufunmilayo I, Bernard, Philip S, Churchill, Gary A, Van Dyke, Terry, Perou, Charles M
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1929138/
https://www.ncbi.nlm.nih.gov/pubmed/17493263
http://dx.doi.org/10.1186/gb-2007-8-5-r76
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author Herschkowitz, Jason I
Simin, Karl
Weigman, Victor J
Mikaelian, Igor
Usary, Jerry
Hu, Zhiyuan
Rasmussen, Karen E
Jones, Laundette P
Assefnia, Shahin
Chandrasekharan, Subhashini
Backlund, Michael G
Yin, Yuzhi
Khramtsov, Andrey I
Bastein, Roy
Quackenbush, John
Glazer, Robert I
Brown, Powel H
Green, Jeffrey E
Kopelovich, Levy
Furth, Priscilla A
Palazzo, Juan P
Olopade, Olufunmilayo I
Bernard, Philip S
Churchill, Gary A
Van Dyke, Terry
Perou, Charles M
author_facet Herschkowitz, Jason I
Simin, Karl
Weigman, Victor J
Mikaelian, Igor
Usary, Jerry
Hu, Zhiyuan
Rasmussen, Karen E
Jones, Laundette P
Assefnia, Shahin
Chandrasekharan, Subhashini
Backlund, Michael G
Yin, Yuzhi
Khramtsov, Andrey I
Bastein, Roy
Quackenbush, John
Glazer, Robert I
Brown, Powel H
Green, Jeffrey E
Kopelovich, Levy
Furth, Priscilla A
Palazzo, Juan P
Olopade, Olufunmilayo I
Bernard, Philip S
Churchill, Gary A
Van Dyke, Terry
Perou, Charles M
author_sort Herschkowitz, Jason I
collection PubMed
description BACKGROUND: Although numerous mouse models of breast carcinomas have been developed, we do not know the extent to which any faithfully represent clinically significant human phenotypes. To address this need, we characterized mammary tumor gene expression profiles from 13 different murine models using DNA microarrays and compared the resulting data to those from human breast tumors. RESULTS: Unsupervised hierarchical clustering analysis showed that six models (TgWAP-Myc, TgMMTV-Neu, TgMMTV-PyMT, TgWAP-Int3, TgWAP-Tag, and TgC3(1)-Tag) yielded tumors with distinctive and homogeneous expression patterns within each strain. However, in each of four other models (TgWAP-T(121), TgMMTV-Wnt1, Brca1(Co/Co);TgMMTV-Cre;p53(+/- )and DMBA-induced), tumors with a variety of histologies and expression profiles developed. In many models, similarities to human breast tumors were recognized, including proliferation and human breast tumor subtype signatures. Significantly, tumors of several models displayed characteristics of human basal-like breast tumors, including two models with induced Brca1 deficiencies. Tumors of other murine models shared features and trended towards significance of gene enrichment with human luminal tumors; however, these murine tumors lacked expression of estrogen receptor (ER) and ER-regulated genes. TgMMTV-Neu tumors did not have a significant gene overlap with the human HER2+/ER- subtype and were more similar to human luminal tumors. CONCLUSION: Many of the defining characteristics of human subtypes were conserved among the mouse models. Although no single mouse model recapitulated all the expression features of a given human subtype, these shared expression features provide a common framework for an improved integration of murine mammary tumor models with human breast tumors.
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spelling pubmed-19291382007-07-21 Identification of conserved gene expression features between murine mammary carcinoma models and human breast tumors Herschkowitz, Jason I Simin, Karl Weigman, Victor J Mikaelian, Igor Usary, Jerry Hu, Zhiyuan Rasmussen, Karen E Jones, Laundette P Assefnia, Shahin Chandrasekharan, Subhashini Backlund, Michael G Yin, Yuzhi Khramtsov, Andrey I Bastein, Roy Quackenbush, John Glazer, Robert I Brown, Powel H Green, Jeffrey E Kopelovich, Levy Furth, Priscilla A Palazzo, Juan P Olopade, Olufunmilayo I Bernard, Philip S Churchill, Gary A Van Dyke, Terry Perou, Charles M Genome Biol Research BACKGROUND: Although numerous mouse models of breast carcinomas have been developed, we do not know the extent to which any faithfully represent clinically significant human phenotypes. To address this need, we characterized mammary tumor gene expression profiles from 13 different murine models using DNA microarrays and compared the resulting data to those from human breast tumors. RESULTS: Unsupervised hierarchical clustering analysis showed that six models (TgWAP-Myc, TgMMTV-Neu, TgMMTV-PyMT, TgWAP-Int3, TgWAP-Tag, and TgC3(1)-Tag) yielded tumors with distinctive and homogeneous expression patterns within each strain. However, in each of four other models (TgWAP-T(121), TgMMTV-Wnt1, Brca1(Co/Co);TgMMTV-Cre;p53(+/- )and DMBA-induced), tumors with a variety of histologies and expression profiles developed. In many models, similarities to human breast tumors were recognized, including proliferation and human breast tumor subtype signatures. Significantly, tumors of several models displayed characteristics of human basal-like breast tumors, including two models with induced Brca1 deficiencies. Tumors of other murine models shared features and trended towards significance of gene enrichment with human luminal tumors; however, these murine tumors lacked expression of estrogen receptor (ER) and ER-regulated genes. TgMMTV-Neu tumors did not have a significant gene overlap with the human HER2+/ER- subtype and were more similar to human luminal tumors. CONCLUSION: Many of the defining characteristics of human subtypes were conserved among the mouse models. Although no single mouse model recapitulated all the expression features of a given human subtype, these shared expression features provide a common framework for an improved integration of murine mammary tumor models with human breast tumors. BioMed Central 2007 2007-05-10 /pmc/articles/PMC1929138/ /pubmed/17493263 http://dx.doi.org/10.1186/gb-2007-8-5-r76 Text en Copyright © 2007 Herschkowitz, et al., licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Herschkowitz, Jason I
Simin, Karl
Weigman, Victor J
Mikaelian, Igor
Usary, Jerry
Hu, Zhiyuan
Rasmussen, Karen E
Jones, Laundette P
Assefnia, Shahin
Chandrasekharan, Subhashini
Backlund, Michael G
Yin, Yuzhi
Khramtsov, Andrey I
Bastein, Roy
Quackenbush, John
Glazer, Robert I
Brown, Powel H
Green, Jeffrey E
Kopelovich, Levy
Furth, Priscilla A
Palazzo, Juan P
Olopade, Olufunmilayo I
Bernard, Philip S
Churchill, Gary A
Van Dyke, Terry
Perou, Charles M
Identification of conserved gene expression features between murine mammary carcinoma models and human breast tumors
title Identification of conserved gene expression features between murine mammary carcinoma models and human breast tumors
title_full Identification of conserved gene expression features between murine mammary carcinoma models and human breast tumors
title_fullStr Identification of conserved gene expression features between murine mammary carcinoma models and human breast tumors
title_full_unstemmed Identification of conserved gene expression features between murine mammary carcinoma models and human breast tumors
title_short Identification of conserved gene expression features between murine mammary carcinoma models and human breast tumors
title_sort identification of conserved gene expression features between murine mammary carcinoma models and human breast tumors
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1929138/
https://www.ncbi.nlm.nih.gov/pubmed/17493263
http://dx.doi.org/10.1186/gb-2007-8-5-r76
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