miR-16-5p Is a Stably-Expressed Housekeeping MicroRNA in Breast Cancer Tissues from Primary Tumors and from Metastatic Sites

被引:73
作者
Rinnerthaler, Gabriel [1 ,2 ,3 ,4 ]
Hackl, Hubert [5 ]
Gampenrieder, Simon Peter [1 ]
Hamacher, Frank [1 ]
Hufnagl, Clemens [1 ]
Hauser-Kronberger, Cornelia [6 ]
Zehentmayr, Franz [7 ]
Fastner, Gerd [7 ]
Sedlmayer, Felix [7 ]
Mlineritsch, Brigitte [1 ,2 ,3 ,4 ]
Greil, Richard [1 ,2 ,3 ,4 ]
机构
[1] Paracelsus Med Univ Salzburg, Med Dept Hematol & Med Oncol 3, Ctr Oncol, A-5020 Salzburg, Austria
[2] Salzburg Canc Res Inst, Lab Immunol & Mol Canc Res, A-5020 Salzburg, Austria
[3] Ctr Clin Canc & Immunol Trials, A-5020 Salzburg, Austria
[4] Canc Cluster Salzburg, A-5020 Salzburg, Austria
[5] Med Univ Innsbruck, Div Bioinformat, Bioctr, A-6020 Innsbruck, Austria
[6] Paracelsus Med Univ Salzburg, Dept Pathol, A-5020 Salzburg, Austria
[7] Paracelsus Med Univ Salzburg, Dept Radiotherapy, A-5020 Salzburg, Austria
关键词
miR-16; miR-16-5p; microRNA; endogenous control; housekeeper; control; breast cancer; DATA NORMALIZATION; MIR-126; CELLS; TAMOXIFEN; GENES; QUANTIFICATION; BIOMARKERS; REGULATORS; ROLES; TIME;
D O I
10.3390/ijms17020156
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
For quantitative microRNA analyses in formalin-fixed paraffin-embedded (FFPE) tissue, expression levels have to be normalized to endogenous controls. To investigate the most stably-expressed microRNAs in breast cancer and its surrounding tissue, we used tumor samples from primary tumors and from metastatic sites. MiRNA profiling using TaqMan((R)) Array Human MicroRNA Cards, enabling quantification of 754 unique human miRNAs, was performed in FFPE specimens from 58 patients with metastatic breast cancer. Forty-two (72%) samples were collected from primary tumors and 16 (28%) from metastases. In a cross-platform analysis of a validation cohort of 32 FFPE samples from patients with early breast cancer genome-wide microRNA expression analysis using SurePrintG3 miRNA (8 x 60 K)((R)) microarrays from Agilent((R)) was performed. Eleven microRNAs could be detected in all samples analyzed. Based on NormFinder and geNorm stability values and the high correlation (rho 0.8) with the median of all measured microRNAs, miR-16-5p, miR-29a-3p, miR-126-3p, and miR-222-3p are suitable single gene housekeeper candidates. In the cross-platform validation, 29 human microRNAs were strongly expressed (mean log2-intensity > 10) and 21 of these microRNAs including miR-16-5p and miR-29a-3p were also stably expressed (CV < 5%). Thus, miR-16-5p and miR-29a-3p are both strong housekeeper candidates. Their Normfinder stability values calculated across the primary tumor and metastases subgroup indicate that miR-29a-3p can be considered as the strongest housekeeper in a cohort with mainly samples from primary tumors, whereas miR-16-5p might perform better in a metastatic sample enriched cohort.
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页数:12
相关论文
共 47 条
[1]   Normalization of real-time quantitative reverse transcription-PCR data: A model-based variance estimation approach to identify genes suited for normalization, applied to bladder and colon cancer data sets [J].
Andersen, CL ;
Jensen, JL ;
Orntoft, TF .
CANCER RESEARCH, 2004, 64 (15) :5245-5250
[2]  
[Anonymous], J ONCOLOGY
[3]   MicroRNA expression profiling of human breast cancer identifies new markers of tumor subtype [J].
Blenkiron, Cherie ;
Goldstein, Leonard D. ;
Thorne, Natalie P. ;
Spiteri, Inmaculada ;
Chin, Suet-Feung ;
Dunning, Mark J. ;
Barbosa-Morais, Nuno L. ;
Teschendorff, Andrew E. ;
Green, Andrew R. ;
Ellis, Ian O. ;
Tavare, Simon ;
Caldas, Carlos ;
Miska, Eric A. .
GENOME BIOLOGY, 2007, 8 (10)
[4]   Serum microRNAs as non-invasive biomarkers for cancer [J].
Brase, Jan C. ;
Wuttig, Daniela ;
Kuner, Ruprecht ;
Sueltmann, Holger .
MOLECULAR CANCER, 2010, 9
[5]   Human microRNA genes are frequently located at fragile sites and genomic regions involved in cancers [J].
Calin, GA ;
Sevignani, C ;
Dan Dumitru, C ;
Hyslop, T ;
Noch, E ;
Yendamuri, S ;
Shimizu, M ;
Rattan, S ;
Bullrich, F ;
Negrini, M ;
Croce, CM .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (09) :2999-3004
[6]   MicroRNA signatures in human cancers [J].
Calin, George A. ;
Croce, Carlo M. .
NATURE REVIEWS CANCER, 2006, 6 (11) :857-866
[7]   MicroRNA-cancer connection: The beginning of a new tale [J].
Calin, George Adrian ;
Croce, Carlo Maria .
CANCER RESEARCH, 2006, 66 (15) :7390-7394
[8]   E2F7 overexpression leads to tamoxifen resistance in breast cancer cells by competing with E2F1 at miR-15a/16 promoter [J].
Chu, Junjun ;
Zhu, Yinghua ;
Liu, Yujie ;
Sun, Lijuan ;
Lv, Xiaobin ;
Wu, Yanqin ;
Hu, Pengnan ;
Su, Fengxi ;
Gong, Chang ;
Song, Erwei ;
Liu, Bodu ;
Liu, Qiang .
ONCOTARGET, 2015, 6 (31) :31944-31957
[9]   Potential pitfalls in microRNA profiling [J].
Chugh, Pauline ;
Dittmer, Dirk P. .
WILEY INTERDISCIPLINARY REVIEWS-RNA, 2012, 3 (05) :601-616
[10]  
D'Andrade Petula N, 2012, Methods Mol Biol, V822, P85, DOI 10.1007/978-1-61779-427-8_6