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miRNA-mRNA Integrated Analysis Reveals Roles for miRNAs in Primary Breast Tumors

INTRODUCTION: Few studies have performed expression profiling of both miRNA and mRNA from the same primary breast carcinomas. In this study we present and analyze data derived from expression profiling of 799 miRNAs in 101 primary human breast tumors, along with genome-wide mRNA profiles and extensi...

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Autores principales: Enerly, Espen, Steinfeld, Israel, Kleivi, Kristine, Leivonen, Suvi-Katri, Aure, Miriam R., Russnes, Hege G., Rønneberg, Jo Anders, Johnsen, Hilde, Navon, Roy, Rødland, Einar, Mäkelä, Rami, Naume, Bjørn, Perälä, Merja, Kallioniemi, Olli, Kristensen, Vessela N., Yakhini, Zohar, Børresen-Dale, Anne-Lise
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3043070/
https://www.ncbi.nlm.nih.gov/pubmed/21364938
http://dx.doi.org/10.1371/journal.pone.0016915
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author Enerly, Espen
Steinfeld, Israel
Kleivi, Kristine
Leivonen, Suvi-Katri
Aure, Miriam R.
Russnes, Hege G.
Rønneberg, Jo Anders
Johnsen, Hilde
Navon, Roy
Rødland, Einar
Mäkelä, Rami
Naume, Bjørn
Perälä, Merja
Kallioniemi, Olli
Kristensen, Vessela N.
Yakhini, Zohar
Børresen-Dale, Anne-Lise
author_facet Enerly, Espen
Steinfeld, Israel
Kleivi, Kristine
Leivonen, Suvi-Katri
Aure, Miriam R.
Russnes, Hege G.
Rønneberg, Jo Anders
Johnsen, Hilde
Navon, Roy
Rødland, Einar
Mäkelä, Rami
Naume, Bjørn
Perälä, Merja
Kallioniemi, Olli
Kristensen, Vessela N.
Yakhini, Zohar
Børresen-Dale, Anne-Lise
author_sort Enerly, Espen
collection PubMed
description INTRODUCTION: Few studies have performed expression profiling of both miRNA and mRNA from the same primary breast carcinomas. In this study we present and analyze data derived from expression profiling of 799 miRNAs in 101 primary human breast tumors, along with genome-wide mRNA profiles and extensive clinical information. METHODS: We investigate the relationship between these molecular components, in terms of their correlation with each other and with clinical characteristics. We use a systems biology approach to examine the correlative relationship between miRNA and mRNAs using statistical enrichment methods. RESULTS: We identify statistical significant differential expression of miRNAs between molecular intrinsic subtypes, and between samples with different levels of proliferation. Specifically, we point to miRNAs significantly associated with TP53 and ER status. We also show that several cellular processes, such as proliferation, cell adhesion and immune response, are strongly associated with certain miRNAs. We validate the role of miRNAs in regulating proliferation using high-throughput lysate-microarrays on cell lines and point to potential drivers of this process. CONCLUSION: This study provides a comprehensive dataset as well as methods and system-level results that jointly form a basis for further work on understanding the role of miRNA in primary breast cancer.
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spelling pubmed-30430702011-03-01 miRNA-mRNA Integrated Analysis Reveals Roles for miRNAs in Primary Breast Tumors Enerly, Espen Steinfeld, Israel Kleivi, Kristine Leivonen, Suvi-Katri Aure, Miriam R. Russnes, Hege G. Rønneberg, Jo Anders Johnsen, Hilde Navon, Roy Rødland, Einar Mäkelä, Rami Naume, Bjørn Perälä, Merja Kallioniemi, Olli Kristensen, Vessela N. Yakhini, Zohar Børresen-Dale, Anne-Lise PLoS One Research Article INTRODUCTION: Few studies have performed expression profiling of both miRNA and mRNA from the same primary breast carcinomas. In this study we present and analyze data derived from expression profiling of 799 miRNAs in 101 primary human breast tumors, along with genome-wide mRNA profiles and extensive clinical information. METHODS: We investigate the relationship between these molecular components, in terms of their correlation with each other and with clinical characteristics. We use a systems biology approach to examine the correlative relationship between miRNA and mRNAs using statistical enrichment methods. RESULTS: We identify statistical significant differential expression of miRNAs between molecular intrinsic subtypes, and between samples with different levels of proliferation. Specifically, we point to miRNAs significantly associated with TP53 and ER status. We also show that several cellular processes, such as proliferation, cell adhesion and immune response, are strongly associated with certain miRNAs. We validate the role of miRNAs in regulating proliferation using high-throughput lysate-microarrays on cell lines and point to potential drivers of this process. CONCLUSION: This study provides a comprehensive dataset as well as methods and system-level results that jointly form a basis for further work on understanding the role of miRNA in primary breast cancer. Public Library of Science 2011-02-22 /pmc/articles/PMC3043070/ /pubmed/21364938 http://dx.doi.org/10.1371/journal.pone.0016915 Text en Enerly et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Enerly, Espen
Steinfeld, Israel
Kleivi, Kristine
Leivonen, Suvi-Katri
Aure, Miriam R.
Russnes, Hege G.
Rønneberg, Jo Anders
Johnsen, Hilde
Navon, Roy
Rødland, Einar
Mäkelä, Rami
Naume, Bjørn
Perälä, Merja
Kallioniemi, Olli
Kristensen, Vessela N.
Yakhini, Zohar
Børresen-Dale, Anne-Lise
miRNA-mRNA Integrated Analysis Reveals Roles for miRNAs in Primary Breast Tumors
title miRNA-mRNA Integrated Analysis Reveals Roles for miRNAs in Primary Breast Tumors
title_full miRNA-mRNA Integrated Analysis Reveals Roles for miRNAs in Primary Breast Tumors
title_fullStr miRNA-mRNA Integrated Analysis Reveals Roles for miRNAs in Primary Breast Tumors
title_full_unstemmed miRNA-mRNA Integrated Analysis Reveals Roles for miRNAs in Primary Breast Tumors
title_short miRNA-mRNA Integrated Analysis Reveals Roles for miRNAs in Primary Breast Tumors
title_sort mirna-mrna integrated analysis reveals roles for mirnas in primary breast tumors
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3043070/
https://www.ncbi.nlm.nih.gov/pubmed/21364938
http://dx.doi.org/10.1371/journal.pone.0016915
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