TY - JOUR
T1 - miRNA-mRNA integrated analysis reveals roles for miRNAs in primary breast tumors
AU - Enerly, Espen
AU - Steinfeld, Israel
AU - Kleivi, Kristine
AU - Leivonen, Suvi-Katri
AU - Aure, Miriam R.
AU - Russnes, Hege G.
AU - Rønneberg, Jo Anders
AU - Johnsen, Hilde
AU - Navon, Roy
AU - Rødland, Einar
AU - Mäkelä, Rami
AU - Naume, Bjørn
AU - Perälä, Merja
AU - Kallioniemi, Olli
AU - Kristensen, Vessela N.
AU - Yakhini, Zohar
AU - Børresen-Dale, Anne-Lise
PY - 2011
Y1 - 2011
N2 - 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.
AB - 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.
KW - breast cancer
KW - cancer
KW - microRNA
UR - http://doi.org/10.1371/annotation/a20454a7-ddc4-4657-b73c-185bd6ec6977
U2 - 10.1371/journal.pone.0016915
DO - 10.1371/journal.pone.0016915
M3 - Article
SN - 1932-6203
VL - 6
JO - PLoS ONE
JF - PLoS ONE
IS - 2
M1 - e16915
ER -