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Integration of microRNA signatures of distinct mammary epithelial cell types with their gene expression and epigenetic portraits.

作者信息

Pal Bhupinder, Chen Yunshun, Bert Andrew, Hu Yifang, Sheridan Julie M, Beck Tamara, Shi Wei, Satterley Keith, Jamieson Paul, Goodall Gregory J, Lindeman Geoffrey J, Smyth Gordon K, Visvader Jane E

机构信息

ACRF Stem Cells and Cancer Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, 3052, Australia.

Department of Medical Biology, The University of Melbourne, Parkville, VIC, 3010, Australia.

出版信息

Breast Cancer Res. 2015 Jun 18;17(1):85. doi: 10.1186/s13058-015-0585-0.


DOI:10.1186/s13058-015-0585-0
PMID:26080807
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4497411/
Abstract

INTRODUCTION: MicroRNAs (miRNAs) have been implicated in governing lineage specification and differentiation in multiple organs; however, little is known about their specific roles in mammopoiesis. We have determined the global miRNA expression profiles of functionally distinct epithelial subpopulations in mouse and human mammary tissue, and compared these to their cognate transcriptomes and epigenomes. Finally, the human miRNA signatures were used to interrogate the different subtypes of breast cancer, with a view to determining miRNA networks deregulated during oncogenesis. METHODS: RNA from sorted mouse and human mammary cell subpopulations was subjected to miRNA expression analysis using the TaqMan MicroRNA Array. Differentially expressed (DE) miRNAs were correlated with gene expression and histone methylation profiles. Analysis of miRNA signatures of the intrinsic subtypes of breast cancer in The Cancer Genome Atlas (TCGA) database versus those of normal human epithelial subpopulations was performed. RESULTS: Unique miRNA signatures characterized each subset (mammary stem cell (MaSC)/basal, luminal progenitor, mature luminal, stromal), with a high degree of conservation across species. Comparison of miRNA and transcriptome profiles for the epithelial subtypes revealed an inverse relationship and pinpointed key developmental genes. Interestingly, expression of the primate-specific miRNA cluster (19q13.4) was found to be restricted to the MaSC/basal subset. Comparative analysis of miRNA signatures with H3 lysine modification maps of the different epithelial subsets revealed a tight correlation between active or repressive marks for the top DE miRNAs, including derepression of miRNAs in Ezh2-deficient cellular subsets. Interrogation of TCGA-identified miRNA profiles with the miRNA signatures of different human subsets revealed specific relationships. CONCLUSIONS: The derivation of global miRNA expression profiles for the different mammary subpopulations provides a comprehensive resource for understanding the interplay between miRNA networks and target gene expression. These data have highlighted lineage-specific miRNAs and potential miRNA-mRNA networks, some of which are disrupted in neoplasia. Furthermore, our findings suggest that key developmental miRNAs are regulated by global changes in histone modification, thus linking the mammary epigenome with genome-wide changes in the expression of genes and miRNAs. Comparative miRNA signature analyses between normal breast epithelial cells and breast tumors confirmed an important linkage between luminal progenitor cells and basal-like tumors.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d31/4497411/be4b9d21047c/13058_2015_585_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d31/4497411/a5158f848c70/13058_2015_585_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d31/4497411/1aecb792249c/13058_2015_585_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d31/4497411/e82021e47822/13058_2015_585_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d31/4497411/658076eba4c8/13058_2015_585_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d31/4497411/6a9e431398cb/13058_2015_585_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d31/4497411/be4b9d21047c/13058_2015_585_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d31/4497411/a5158f848c70/13058_2015_585_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d31/4497411/1aecb792249c/13058_2015_585_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d31/4497411/e82021e47822/13058_2015_585_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d31/4497411/658076eba4c8/13058_2015_585_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d31/4497411/6a9e431398cb/13058_2015_585_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d31/4497411/be4b9d21047c/13058_2015_585_Fig6_HTML.jpg

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Integration of microRNA signatures of distinct mammary epithelial cell types with their gene expression and epigenetic portraits.

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[3]
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[4]
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[5]
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Adv Pharm Bull. 2023-3

[6]
MicroRNAs and Stem-like Properties: The Complex Regulation Underlying Stemness Maintenance and Cancer Development.

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[7]
A Novel Invadopodia-Specific Marker for Invasive and Pro-Metastatic Cancer Stem Cells.

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[8]
Epigenetics: New Insights into Mammary Gland Biology.

Genes (Basel). 2021-2-5

[9]
Integrating single-cell RNA-sequencing and functional assays to decipher mammary cell states and lineage hierarchies.

NPJ Breast Cancer. 2020-7-29

[10]
Construction of developmental lineage relationships in the mouse mammary gland by single-cell RNA profiling.

Nat Commun. 2017-11-20

本文引用的文献

[1]
Expression of miR-200c in claudin-low breast cancer alters stem cell functionality, enhances chemosensitivity and reduces metastatic potential.

Oncogene. 2015-12-3

[2]
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Nat Cell Biol. 2015-3-2

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Nucleic Acids Res. 2015-4-20

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PLoS One. 2014-3-14

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FASEB J. 2014-2-12

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