Transcriptome analyses of mouse and human mammary cell subpopulations reveal multiple conserved genes and pathways

被引:339
作者
Lim, Elgene [1 ,2 ]
Wu, Di [1 ,2 ]
Pal, Bhupinder [1 ]
Bouras, Toula [1 ]
Asselin-Labat, Marie-Liesse [1 ]
Vaillant, Francois [1 ]
Yagita, Hideo [3 ]
Lindeman, Geoffrey J. [1 ,4 ,5 ]
Smyth, Gordon K. [1 ,2 ]
Visvader, Jane E. [1 ,2 ]
机构
[1] Walter & Eliza Hall Inst Med Res, Parkville, Vic 3052, Australia
[2] Univ Melbourne, Dept Med Biol, Parkville, Vic 3010, Australia
[3] Juntendo Univ, Sch Med, Dept Immunol, Bunkyo Ku, Tokyo 1138421, Japan
[4] Royal Melbourne Hosp, Dept Med Oncol, Parkville, Vic 3050, Australia
[5] Univ Melbourne, Royal Melbourne Hosp, Dept Med, Parkville, Vic 3050, Australia
基金
英国医学研究理事会; 澳大利亚国家健康与医学研究理事会; 澳大利亚研究理事会;
关键词
CANCER STEM-CELLS; IDENTIFICATION; MARKER; GLAND; DIFFERENTIATION; COMMITMENT; EXPRESSION; PREDICTOR; HIERARCHY; MODELS;
D O I
10.1186/bcr2560
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Introduction: Molecular characterization of the normal epithelial cell types that reside in the mammary gland is an important step toward understanding pathways that regulate self-renewal, lineage commitment, and differentiation along the hierarchy. Here we determined the gene expression signatures of four distinct subpopulations isolated from the mouse mammary gland. The epithelial cell signatures were used to interrogate mouse models of mammary tumorigenesis and to compare with their normal human counterpart subsets to identify conserved genes and networks. Methods: RNA was prepared from freshly sorted mouse mammary cell subpopulations (mammary stem cell (MaSC)-enriched, committed luminal progenitor, mature luminal and stromal cell) and used for gene expression profiling analysis on the Illumina platform. Gene signatures were derived and compared with those previously reported for the analogous normal human mammary cell subpopulations. The mouse and human epithelial subset signatures were then subjected to Ingenuity Pathway Analysis (IPA) to identify conserved pathways. Results: The four mouse mammary cell subpopulations exhibited distinct gene signatures. Comparison of these signatures with the molecular profiles of different mouse models of mammary tumorigenesis revealed that tumors arising in MMTV-Wnt-1 and p53(-/-) mice were enriched for MaSC-subset genes, whereas the gene profiles of MMTV-Neu and MMTV-PyMT tumors were most concordant with the luminal progenitor cell signature. Comparison of the mouse mammary epithelial cell signatures with their human counterparts revealed substantial conservation of genes, whereas IPA highlighted a number of conserved pathways in the three epithelial subsets. Conclusions: The conservation of genes and pathways across species further validates the use of the mouse as a model to study mammary gland development and highlights pathways that are likely to govern cell-fate decisions and differentiation. It is noteworthy that many of the conserved genes in the MaSC population have been considered as epithelial-mesenchymal transition (EMT) signature genes. Therefore, the expression of these genes in tumor cells may reflect basal epithelial cell characteristics and not necessarily cells that have undergone an EMT. Comparative analyses of normal mouse epithelial subsets with murine tumor models have implicated distinct cell types in contributing to tumorigenesis in the different models.
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页数:14
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共 42 条
[1]  
[Anonymous], GENE EXPRESSION OMNI
[2]   Gata-3 is an essential regulator of mammary-gland morphogenesis and luminal-cell differentiation [J].
Asselin-Labat, Marie-Liesse ;
Sutherland, Kate D. ;
Barker, Holly ;
Thomas, Richard ;
Shackleton, Mark ;
Forrest, Natasha C. ;
Hartley, Lynne ;
Robb, Lorraine ;
Grosveld, Frank G. ;
van der Wees, Jacqueline ;
Lindeman, Geoffrey J. ;
Visvader, Jane E. .
NATURE CELL BIOLOGY, 2007, 9 (02) :201-U103
[3]   Steroid hormone receptor status of mouse mammary stem cells [J].
Asselin-Labat, Marie-Liesse ;
Shackleton, Mark ;
Stingl, John ;
Vaillant, Francois ;
Forrest, Natasha C. ;
Eaves, Connie J. ;
Visvader, Jane E. ;
Lindeman, Geoffrey J. .
JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2006, 98 (14) :1011-1014
[4]   Identification of stem cells in small intestine and colon by marker gene Lgr5 [J].
Barker, Nick ;
van Es, Johan H. ;
Kuipers, Jeroen ;
Kujala, Pekka ;
van den Born, Maaike ;
Cozijnsen, Miranda ;
Haegebarth, Andrea ;
Korving, Jeroen ;
Begthel, Harry ;
Peters, Peter J. ;
Clevers, Hans .
NATURE, 2007, 449 (7165) :1003-U1
[5]   Notch Signaling Regulates Mammary Stem Cell Function and Luminal Cell-Fate Commitment [J].
Bouras, Toula ;
Pal, Bhupinder ;
Vaillant, Francois ;
Harburg, Gwyndolen ;
Asselin-Labat, Marie-Liesse ;
Oakes, Samantha R. ;
Lindeman, Geoffrey J. ;
Visvader, Jane E. .
CELL STEM CELL, 2008, 3 (04) :429-441
[6]   The mammary pathology of genetically engineered mice: the consensus report and recommendations from the Annapolis meeting [J].
Cardiff, RD ;
Anver, MR ;
Gusterson, BA ;
Hennighausen, L ;
Jensen, RA ;
Merino, MJ ;
Rehm, S ;
Russo, J ;
Tavassoli, FA ;
Wakefield, LM ;
Ward, JM ;
Green, JE .
ONCOGENE, 2000, 19 (08) :968-988
[7]   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
[8]   Breast Cancer Cell Lines Contain Functional Cancer Stem Cells with Metastatic Capacity and a Distinct Molecular Signature [J].
Charafe-Jauffret, Emmanuelle ;
Ginestier, Christophe ;
Iovino, Flora ;
Wicinski, Julien ;
Cervera, Nathalie ;
Finetti, Pascal ;
Hur, Min-Hee ;
Diebel, Mark E. ;
Monville, Florence ;
Dutcher, Julie ;
Brown, Marty ;
Viens, Patrice ;
Xerri, Luc ;
Bertucci, Francois ;
Stassi, Giorgio ;
Dontu, Gabriela ;
Birnbaum, Daniel ;
Wicha, Max S. .
CANCER RESEARCH, 2009, 69 (04) :1302-1313
[9]   Isolation and molecular characterization of cancer stem cells in MMTV-Wnt-1 murine breast tumors [J].
Cho, Robert W. ;
Wang, Xinhao ;
Diehn, Maximilian ;
Shedden, Kerby ;
Chen, Grace Y. ;
Sherlock, Gavin ;
Gurney, Austin ;
Lewicki, John ;
Clarke, Michael F. .
STEM CELLS, 2008, 26 (02) :364-371
[10]   A Novel Lung Metastasis Signature Links Wnt Signaling with Cancer Cell Self-Renewal and Epithelial-Mesenchymal Transition in Basal-like Breast Cancer [J].
DiMeo, Theresa A. ;
Anderson, Kristen ;
Phadke, Pushkar ;
Feng, Chang ;
Perou, Charles M. ;
Naber, Steven ;
Kuperwasser, Charlotte .
CANCER RESEARCH, 2009, 69 (13) :5364-5373