Methylation deregulation of miRNA promoters identifies miR124-2 as a survival biomarker in Breast Cancer in very young women

被引:37
作者
Oltra, Sara S. [1 ]
Pena-Chilet, Maria [1 ]
Vidal-Tomas, Victoria [1 ]
Flower, Kirsty [2 ]
Teresa Martinez, Maria [1 ]
Alonso, Elisa [3 ]
Burgues, Octavio [3 ]
Lluch, Ana [1 ,4 ]
Flanagan, James M. [2 ]
Ribas, Gloria [1 ,4 ]
机构
[1] Univ Valencia, INCLIVA Biomed Res Inst, Hosp Clin Univ Valencia, Valencia, Spain
[2] Imperial Coll London, Dept Surg & Canc, London, England
[3] Univ Valencia, Hosp Clin Univ Valencia, Dept Pathol, Valencia, Spain
[4] Ctr Biomed Network Res Canc, Valencia, Spain
来源
SCIENTIFIC REPORTS | 2018年 / 8卷
关键词
DNA METHYLATION; MICRORNA; PROGNOSIS; EXPRESSION; AGE; HYPOMETHYLATION; DIAGNOSIS; CHROMATIN; FEATURES; DISEASE;
D O I
10.1038/s41598-018-32393-3
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
MiRNAs are part of the epigenetic machinery, and are also epigenetically modified by DNA methylation. MiRNAs regulate expression of different genes, so any alteration in their methylation status may affect their expression. We aimed to identify methylation differences in miRNA encoding genes in breast cancer affecting women under 35 years old (BCVY), in order to identify potential biomarkers in these patients. In Illumina Infinium MethylationEPIC BeadChip samples (metEPICVal), we analysed the methylation of 9,961 CpG site regulators of miRNA-encoding genes present in the array. We identified 193 differentially methylated CpG sites in BCVY (p-value < 0.05 and methylation differences +/- 0.1) that regulated 83 unique miRNA encoding genes. We validated 10 CpG sites using two independent datasets based on Infinium Human Methylation 450k array. We tested gene expression of miRNAs with differential methylation in BCVY in a meta-analysis using The Cancer Genome Atlas (TCGA), Clariom D and Affymetrix datasets. Five miRNAs (miR-9, miR-124-2, miR-184, miR-551b and miR-196a-1) were differently expressed (FDR p-value < 0.01). Finally, only miR-124-2 shows a significantly different gene expression by quantitative real-time PCR. MiR-124-hypomethylation presents significantly better survival rates for older patients as opposed to the worse prognosis observed in BCVY, identifying it as a potential specific survival biomarker in BCVY.
引用
收藏
页数:12
相关论文
共 38 条
  • [1] Epigenetic Silencing of the Tumor Suppressor MicroRNA Hsa-miR-124a Regulates CDK6 Expression and Confers a Poor Prognosis in Acute Lymphoblastic Leukemia
    Agirre, Xabier
    Vilas-Zornoza, Amaia
    Jimenez-Velasco, Antonio
    Ignacio Martin-Subero, Jose
    Cordeu, Lucia
    Garate, Leire
    San Jose-Eneriz, Edurne
    Abizanda, Gloria
    Rodriguez-Otero, Paula
    Fortes, Puri
    Rifon, Jose
    Bandres, Eva
    Jose Calasanz, Maria
    Martin, Vanesa
    Heiniger, Anabel
    Torres, Antonio
    Siebert, Reiner
    Roman-Gomez, Jose
    Prosper, Felipe
    [J]. CANCER RESEARCH, 2009, 69 (10) : 4443 - 4453
  • [2] Young age at diagnosis correlates with worse prognosis and defines a subset of breast cancers with shared patterns of gene expression
    Anders, Carey K.
    Hsu, David S.
    Broadwater, Gloria
    Acharya, Chaitanya R.
    Foekens, John A.
    Zhang, Yi
    Wang, Yixin
    Marcom, P. Kelly
    Marks, Jeffrey R.
    Febbo, Phillip G.
    Nevins, Joseph R.
    Potti, Anil
    Blackwell, Kimberly L.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2008, 26 (20) : 3324 - 3330
  • [3] Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays
    Aryee, Martin J.
    Jaffe, Andrew E.
    Corrada-Bravo, Hector
    Ladd-Acosta, Christine
    Feinberg, Andrew P.
    Hansen, Kasper D.
    Irizarry, Rafael A.
    [J]. BIOINFORMATICS, 2014, 30 (10) : 1363 - 1369
  • [4] Elucidating Prognosis and Biology of Breast Cancer Arising in Young Women Using Gene Expression Profiling
    Azim, Hatem A., Jr.
    Michiels, Stefan
    Bedard, Philippe L.
    Singhal, Sandeep K.
    Criscitiello, Carmen
    Ignatiadis, Michail
    Haibe-Kains, Benjamin
    Piccart, Martine J.
    Sotiriou, Christos
    Loi, Sherene
    [J]. CLINICAL CANCER RESEARCH, 2012, 18 (05) : 1341 - 1351
  • [5] MicroRNA expression profiling of human metastatic cancers identifies cancer gene targets
    Baffa, Raffaele
    Fassan, Matteo
    Volinia, Stefano
    O'Hara, Brian
    Liu, Chang-Gong
    Palazzo, Juan P.
    Gardiman, Marina
    Rugge, Massimo
    Gomella, Leonard G.
    Croce, Carlo M.
    Rosenberg, Anne
    [J]. JOURNAL OF PATHOLOGY, 2009, 219 (02) : 214 - 221
  • [6] Regulation of chromatin by histone modifications
    Bannister, Andrew J.
    Kouzarides, Tony
    [J]. CELL RESEARCH, 2011, 21 (03) : 381 - 395
  • [7] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [8] Patient and Tumor Characteristics Associated With Increased Mortality in Young Women (≤40 Years) With Breast Cancer
    Bharat, Ankit
    Aft, Rebecca L.
    Gao, Feng
    Margenthaler, Julie A.
    [J]. JOURNAL OF SURGICAL ONCOLOGY, 2009, 100 (03) : 248 - 251
  • [9] Frequent deletions and down-regulation of micro-RNA genes miR15 and miR16 at 13q14 in chronic lymphocytic leukemia
    Calin, GA
    Dumitru, CD
    Shimizu, M
    Bichi, R
    Zupo, S
    Noch, E
    Aldler, H
    Rattan, S
    Keating, M
    Rai, K
    Rassenti, L
    Kipps, T
    Negrini, M
    Bullrich, F
    Croce, CM
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (24) : 15524 - 15529
  • [10] Structure and function of active chromatin and DNase I hypersensitive sites
    Cockerill, Peter N.
    [J]. FEBS JOURNAL, 2011, 278 (13) : 2182 - 2210