Transcriptome analyses of mouse and human mammary cell subpopulations reveal multiple conserved genes and pathways
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 distin...
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creator | Lim, Elgene Wu, Di Pal, Bhupinder Bouras, Toula Asselin-Labat, Marie-Liesse Vaillant, François Yagita, Hideo Lindeman, Geoffrey J Smyth, Gordon K Visvader, Jane E |
description | 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.
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.
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.
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. |
doi_str_mv | 10.1186/bcr2560 |
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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.
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.
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.</description><identifier>ISSN: 1465-542X</identifier><identifier>ISSN: 1465-5411</identifier><identifier>EISSN: 1465-542X</identifier><identifier>DOI: 10.1186/bcr2560</identifier><identifier>PMID: 20346151</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Animals ; Breast cancer ; Care and treatment ; Conserved Sequence - genetics ; Gene expression ; Gene Expression Profiling ; Genetic aspects ; Genetic markers ; Humans ; Mammary Glands, Animal - cytology ; Mammary Glands, Animal - metabolism ; Mammary Glands, Human - cytology ; Mammary Glands, Human - metabolism ; Mammary Neoplasms, Animal - genetics ; Mice ; Oligonucleotide Array Sequence Analysis ; Prognosis ; Research article ; Reverse Transcriptase Polymerase Chain Reaction ; Risk factors ; Signal Transduction - genetics</subject><ispartof>Breast cancer research : BCR, 2010-01, Vol.12 (2), p.R21-R21, Article R21</ispartof><rights>COPYRIGHT 2010 BioMed Central Ltd.</rights><rights>Copyright National Library of Medicine - MEDLINE Abstracts 2010</rights><rights>Copyright ©2010 Lim et al.; licensee BioMed Central Ltd. 2010 Lim et al.; licensee BioMed Central Ltd.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-b474t-f6c0d853b94233c6a070be3abe2c78c79bd14a89afb23b72622d99be55e7a0153</citedby><cites>FETCH-LOGICAL-b474t-f6c0d853b94233c6a070be3abe2c78c79bd14a89afb23b72622d99be55e7a0153</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC2879567/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC2879567/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/20346151$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lim, Elgene</creatorcontrib><creatorcontrib>Wu, Di</creatorcontrib><creatorcontrib>Pal, Bhupinder</creatorcontrib><creatorcontrib>Bouras, Toula</creatorcontrib><creatorcontrib>Asselin-Labat, Marie-Liesse</creatorcontrib><creatorcontrib>Vaillant, François</creatorcontrib><creatorcontrib>Yagita, Hideo</creatorcontrib><creatorcontrib>Lindeman, Geoffrey J</creatorcontrib><creatorcontrib>Smyth, Gordon K</creatorcontrib><creatorcontrib>Visvader, Jane E</creatorcontrib><title>Transcriptome analyses of mouse and human mammary cell subpopulations reveal multiple conserved genes and pathways</title><title>Breast cancer research : BCR</title><addtitle>Breast Cancer Res</addtitle><description>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.
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.
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.
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.</description><subject>Animals</subject><subject>Breast cancer</subject><subject>Care and treatment</subject><subject>Conserved Sequence - genetics</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Genetic aspects</subject><subject>Genetic markers</subject><subject>Humans</subject><subject>Mammary Glands, Animal - cytology</subject><subject>Mammary Glands, Animal - metabolism</subject><subject>Mammary Glands, Human - cytology</subject><subject>Mammary Glands, Human - metabolism</subject><subject>Mammary Neoplasms, Animal - genetics</subject><subject>Mice</subject><subject>Oligonucleotide Array Sequence Analysis</subject><subject>Prognosis</subject><subject>Research article</subject><subject>Reverse Transcriptase Polymerase Chain Reaction</subject><subject>Risk factors</subject><subject>Signal Transduction - genetics</subject><issn>1465-542X</issn><issn>1465-5411</issn><issn>1465-542X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2010</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kk1v1DAQhiNERUtB_ANkwYHTFn_EdsKhUlXxUakSlyJxs8bOZDdVHAc7WbT_Hke7lG0lTrZmXj_veGaK4g2jF4xV6qN1kUtFnxVnrFRyJUv-8_nR_bR4mdI9pUxXsnpRnHIqSsUkOyviXYQhudiNU_BIYIB-lzCR0BIf5rREGrKZPQzEg_cQd8Rh35M02zGMcw9TF4ZEIm4ReuLnfurGHonLQYxbbMgah4xbKCNMm9-wS6-Kkxb6hK8P53nx48vnu-tvq9vvX2-ur25XttTltGqVo00lha1LLoRTQDW1KMAid7pyurYNK6GqobVcWM0V501dW5QSNVAmxXlxueeOs_XYOBymCL0ZY7d8wwTozOPM0G3MOmwNr3Qtlc6AT3uA7cJ_AI8zLnhzmER-_OHgHsOvGdNkfJeW1sGAubFGC8GyEa-z8t0T5X2YYx5EMkJqWlZalVn0fi9aQ4-mG9qQHd2CNFecy7pWQqh_pi6GlCK2D8UyapZFOSrv7XFzHnR_N0P8AUS0vRQ</recordid><startdate>20100101</startdate><enddate>20100101</enddate><creator>Lim, Elgene</creator><creator>Wu, Di</creator><creator>Pal, Bhupinder</creator><creator>Bouras, Toula</creator><creator>Asselin-Labat, Marie-Liesse</creator><creator>Vaillant, François</creator><creator>Yagita, Hideo</creator><creator>Lindeman, Geoffrey J</creator><creator>Smyth, Gordon K</creator><creator>Visvader, Jane E</creator><general>BioMed Central Ltd</general><general>National Library of Medicine - MEDLINE Abstracts</general><general>BioMed Central</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>K9.</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20100101</creationdate><title>Transcriptome analyses of mouse and human mammary cell subpopulations reveal multiple conserved genes and pathways</title><author>Lim, Elgene ; Wu, Di ; Pal, Bhupinder ; Bouras, Toula ; Asselin-Labat, Marie-Liesse ; Vaillant, François ; Yagita, Hideo ; Lindeman, Geoffrey J ; Smyth, Gordon K ; Visvader, Jane E</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-b474t-f6c0d853b94233c6a070be3abe2c78c79bd14a89afb23b72622d99be55e7a0153</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2010</creationdate><topic>Animals</topic><topic>Breast cancer</topic><topic>Care and treatment</topic><topic>Conserved Sequence - genetics</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Genetic aspects</topic><topic>Genetic markers</topic><topic>Humans</topic><topic>Mammary Glands, Animal - cytology</topic><topic>Mammary Glands, Animal - metabolism</topic><topic>Mammary Glands, Human - cytology</topic><topic>Mammary Glands, Human - metabolism</topic><topic>Mammary Neoplasms, Animal - genetics</topic><topic>Mice</topic><topic>Oligonucleotide Array Sequence Analysis</topic><topic>Prognosis</topic><topic>Research article</topic><topic>Reverse Transcriptase Polymerase Chain Reaction</topic><topic>Risk factors</topic><topic>Signal Transduction - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lim, Elgene</creatorcontrib><creatorcontrib>Wu, Di</creatorcontrib><creatorcontrib>Pal, Bhupinder</creatorcontrib><creatorcontrib>Bouras, Toula</creatorcontrib><creatorcontrib>Asselin-Labat, Marie-Liesse</creatorcontrib><creatorcontrib>Vaillant, François</creatorcontrib><creatorcontrib>Yagita, Hideo</creatorcontrib><creatorcontrib>Lindeman, Geoffrey J</creatorcontrib><creatorcontrib>Smyth, Gordon K</creatorcontrib><creatorcontrib>Visvader, Jane E</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Breast cancer research : BCR</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lim, Elgene</au><au>Wu, Di</au><au>Pal, Bhupinder</au><au>Bouras, Toula</au><au>Asselin-Labat, Marie-Liesse</au><au>Vaillant, François</au><au>Yagita, Hideo</au><au>Lindeman, Geoffrey J</au><au>Smyth, Gordon K</au><au>Visvader, Jane E</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Transcriptome analyses of mouse and human mammary cell subpopulations reveal multiple conserved genes and pathways</atitle><jtitle>Breast cancer research : BCR</jtitle><addtitle>Breast Cancer Res</addtitle><date>2010-01-01</date><risdate>2010</risdate><volume>12</volume><issue>2</issue><spage>R21</spage><epage>R21</epage><pages>R21-R21</pages><artnum>R21</artnum><issn>1465-542X</issn><issn>1465-5411</issn><eissn>1465-542X</eissn><abstract>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.
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.
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.
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.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>20346151</pmid><doi>10.1186/bcr2560</doi><oa>free_for_read</oa></addata></record> |
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subjects | Animals Breast cancer Care and treatment Conserved Sequence - genetics Gene expression Gene Expression Profiling Genetic aspects Genetic markers Humans Mammary Glands, Animal - cytology Mammary Glands, Animal - metabolism Mammary Glands, Human - cytology Mammary Glands, Human - metabolism Mammary Neoplasms, Animal - genetics Mice Oligonucleotide Array Sequence Analysis Prognosis Research article Reverse Transcriptase Polymerase Chain Reaction Risk factors Signal Transduction - genetics |
title | Transcriptome analyses of mouse and human mammary cell subpopulations reveal multiple conserved genes and pathways |
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