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Integrated miRNA and mRNA profiling of tumor-educated macrophages identifies prognostic subgroups in estrogen receptor-positive breast cancer.
- Source :
-
Molecular oncology [Mol Oncol] 2015 Jan; Vol. 9 (1), pp. 155-66. Date of Electronic Publication: 2014 Aug 16. - Publication Year :
- 2015
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Abstract
- Introduction: Various studies have identified aberrantly expressed miRNAs in breast cancer and demonstrated an association between distinct miRNAs and malignant progression as well as metastasis. Even though tumor-associated macrophages (TAM) are known mediators of these processes, little is known regarding their miRNA expression upon education by malignant cells in vivo.<br />Methods: We profiled miRNA and mRNA expression of in vitro tumor-educated macrophages (TEM) by indirectly co-culturing with estrogen-receptor-positive (ER+) MCF-7 breast cancer cells. The prognostic power of the resulting miRNA list was investigated in primary breast cancer datasets and compared to other signatures. Furthermore, miRNA expression levels were correlated to mRNA expression of macrophage markers and the impact on prognosis was assessed.<br />Results: Through the evaluation of the group effects between differentially-expressed miRNAs and their target mRNAs in TEM, the power of detecting regulated miRNAs was greatly increased. The resulting list of 96 miRNAs predicts disease-free survival (DFS) in external datasets of ER+ breast cancer patients and performs well in comparison with other miRNA signatures. Clustering with the predefined miRNA list revealed a significant difference in survival between the two resulting patient groups. Furthermore, an optimized miRNA list, based on correlations with macrophages markers, proved even more capable at identifying patient clusters significantly differing in DFS.<br />Conclusions: In vitro profiling of TEM and subsequent bioinformatic verification identified miRNAs with a high prognostic power for DFS when transferred into the clinical setting of primary breast cancer. The resulting miRNAs not only verify previously established findings but also lead to new prognostic markers. Furthermore, our data suggest that TAM contribute to the total miRNA expression profile of ER + breast cancers.<br /> (Copyright © 2014 The Authors. Published by Elsevier B.V. All rights reserved.)
- Subjects :
- Breast Neoplasms pathology
Coculture Techniques
Disease-Free Survival
Female
Gene Expression Profiling
Humans
MCF-7 Cells
Macrophages pathology
Survival Rate
Breast Neoplasms metabolism
Breast Neoplasms mortality
Macrophages metabolism
MicroRNAs biosynthesis
RNA, Messenger biosynthesis
Receptors, Estrogen
Subjects
Details
- Language :
- English
- ISSN :
- 1878-0261
- Volume :
- 9
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Molecular oncology
- Publication Type :
- Academic Journal
- Accession number :
- 25205039
- Full Text :
- https://doi.org/10.1016/j.molonc.2014.07.023