DNA methylation epigenotypes in breast cancer molecular subtypes

被引:132
作者
Bediaga, Naiara G. [1 ]
Acha-Sagredo, Amelia [2 ]
Guerra, Isabel [3 ]
Viguri, Amparo [3 ]
Albaina, Carmen [3 ]
Ruiz Diaz, Irune [4 ]
Rezola, Ricardo [5 ]
Jesus Alberdi, Maria [5 ]
Dopazo, Joaquin [6 ]
Montaner, David [6 ]
de Renobales, Mertxe [7 ]
Fernandez, Agustin F. [8 ]
Field, John K. [9 ]
Fraga, Mario F. [10 ]
Liloglou, Triantafillos [9 ]
de Pancorbo, Marian M. [1 ]
机构
[1] Univ Basque Country UPV EHU, BIOMICs Res Grp, Ctr Invest & Estudios Avanzados Lucio Lascaray, Vitoria, Spain
[2] Univ Basque Country UPV EH, Oral Med & Pathol Unit, Fac Med & Dent, E-48940 Leioa, Vizcaya, Spain
[3] Hosp Txagorritxu, Serv Anat Pathol, E-01009 Vitoria, Alava, Spain
[4] Hosp Donostia, Serv Anat Pathol, E-20014 San Sebastian, Guipuzcoa, Spain
[5] Inst Oncol, Serv Anat Pathol, E-20012 San Sebastian, Spain
[6] Ctr Invest Principe Felipe, Dept Bioinformat & Genom, E-6012 Valencia, Spain
[7] Univ Basque Country UPV EHU, Fac Pharm, E-01006 Vitoria, Spain
[8] Univ Oviedo, Canc Epigenet Lab, IUOPA, HUCA, E-33006 Oviedo, Spain
[9] Univ Liverpool Canc, Liverpool CR UK Canc Res Ctr, Sch Canc Studies, Liverpool L3 9TA, Merseyside, England
[10] CNB CSIC, Dept Immunol & Oncol, Natl Biotechnol Ctr, E-28049 Madrid, Spain
来源
BREAST CANCER RESEARCH | 2010年 / 12卷 / 05期
关键词
TUMOR-SUPPRESSOR GENE; EMBRYONIC STEM-CELLS; MAMMARY EPITHELIAL-CELLS; PROMOTER METHYLATION; CPG ISLAND; EPIGENETIC REGULATION; ASSOCIATION; HYPERMETHYLATION; EXPRESSION; HYPOMETHYLATION;
D O I
10.1186/bcr2721
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Introduction: Identification of gene expression-based breast cancer subtypes is considered a critical means of prognostication. Genetic mutations along with epigenetic alterations contribute to gene-expression changes occurring in breast cancer. So far, these epigenetic contributions to sporadic breast cancer subtypes have not been well characterized, and only a limited understanding exists of the epigenetic mechanisms affected in those particular breast cancer subtypes. The present study was undertaken to dissect the breast cancer methylome and to deliver specific epigenotypes associated with particular breast cancer subtypes. Methods: By using a microarray approach, we analyzed DNA methylation in regulatory regions of 806 cancer-related genes in 28 breast cancer paired samples. We subsequently performed substantial technical and biologic validation by pyrosequencing, investigating the top qualifying 19 CpG regions in independent cohorts encompassing 47 basal-like, 44 ERBB2+ overexpressing, 48 luminal A, and 48 luminal B paired breast cancer/adjacent tissues. With the all-subset selection method, we identified the most subtype-predictive methylation profiles in multivariable logistic regression analysis. Results: The approach efficiently recognized 15 individual CpG loci differentially methylated in breast cancer tumor subtypes. We further identified novel subtype-specific epigenotypes that clearly demonstrate the differences in the methylation profiles of basal-like and human epidermal growth factor 2 (HER2)-overexpressing tumors. Conclusions: Our results provide evidence that well-defined DNA methylation profiles enable breast cancer subtype prediction and support the utilization of this biomarker for prognostication and therapeutic stratification of patients with breast cancer.
引用
收藏
页数:12
相关论文
共 43 条
[1]   DNA Methylation in Embryonic Stem Cells [J].
Altun, Gulsah ;
Loring, Jeanne F. ;
Laurent, Louise C. .
JOURNAL OF CELLULAR BIOCHEMISTRY, 2010, 109 (01) :1-6
[2]   Controlling the false discovery rate in behavior genetics research [J].
Benjamini, Y ;
Drai, D ;
Elmer, G ;
Kafkafi, N ;
Golani, I .
BEHAVIOURAL BRAIN RESEARCH, 2001, 125 (1-2) :279-284
[3]   Differences and molecular immunohistochemical parameters in the subtypes of infiltrating ductal breast cancer [J].
Bertolo, Cristina ;
Guerrero, David ;
Vicente, Francisco ;
Cordoba, Alicia ;
Esteller, Manel ;
Ropero, Santiago ;
Guillen-Grima, Francisco ;
Maria Martinez-Penuela, Jose ;
Miguel Lera, Jose .
AMERICAN JOURNAL OF CLINICAL PATHOLOGY, 2008, 130 (03) :414-424
[4]   High-throughput DNA methylation profiling using universal bead arrays [J].
Bibikova, M ;
Lin, ZW ;
Zhou, LX ;
Chudin, E ;
Garcia, EW ;
Wu, B ;
Doucet, D ;
Thomas, NJ ;
Wang, YH ;
Vollmer, E ;
Goldmann, T ;
Seifart, C ;
Jiang, W ;
Barker, DL ;
Chee, MS ;
Floros, J ;
Fan, JB .
GENOME RESEARCH, 2006, 16 (03) :383-393
[5]   Unraveling epigenetic regulation in embryonic stem cells [J].
Bibikova, Marina ;
Laurent, Louise C. ;
Ren, Bing ;
Loring, Jeanne F. ;
Fan, Jian-Bing .
CELL STEM CELL, 2008, 2 (02) :123-134
[6]   Human embryonic stem cells have a unique epigenetic signature [J].
Bibikova, Marina ;
Chudin, Eugene ;
Wu, Bonnie ;
Zhou, Lixin ;
Garcia, Eliza Wickham ;
Liu, Ying ;
Shin, Soojung ;
Plaia, Todd W. ;
Auerbach, Jonathan M. ;
Arking, Dan E. ;
Gonzalez, Rodolfo ;
Crook, Jeremy ;
Davidson, Bruce ;
Schulz, Thomas C. ;
Robins, Allan ;
Khanna, Aparna ;
Sartipy, Peter ;
Hyllner, Johan ;
Vanguri, Padmavathy ;
Savant-Bhonsale, Smita ;
Smith, Alan K. ;
Chakravarti, Aravinda ;
Maitra, Anirban ;
Rao, Mahendra ;
Barker, David L. ;
Loring, Jeanne F. ;
Fan, Jian-Bing .
GENOME RESEARCH, 2006, 16 (09) :1075-1083
[7]   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)
[8]   Epigenetic patterns of embryonic and adult stem cells [J].
Bloushtain-Qimron, Noga ;
Yao, Jun ;
Shipitsin, Michail ;
Maruyama, Reo ;
Polyak, Kornelia .
CELL CYCLE, 2009, 8 (06) :809-817
[9]   Cancer Genes Hypermethylated in Human Embryonic Stem Cells [J].
Calvanese, Vincenzo ;
Horrillo, Angelica ;
Hmadcha, Abdelkrim ;
Suarez-Alvarez, Beatriz ;
Fernandez, Agustin F. ;
Lara, Ester ;
Casado, Sara ;
Menendez, Pablo ;
Bueno, Clara ;
Garcia-Castro, Javier ;
Rubio, Ruth ;
Lapunzina, Pablo ;
Alaminos, Miguel ;
Borghese, Lodovica ;
Terstegge, Stefanie ;
Harrison, Neil J. ;
Moore, Harry D. ;
Bruestle, Oliver ;
Lopez-Larrea, Carlos ;
Andrews, Peter W. ;
Soria, Bernat ;
Esteller, Manel ;
Fraga, Mario F. .
PLOS ONE, 2008, 3 (09)
[10]   The triple negative paradox: Primary tumor chemosensitivity of breast cancer subtypes [J].
Carey, Lisa A. ;
Dees, E. Claire ;
Sawyer, Lynda ;
Gatti, Lisa ;
Moore, Dominic T. ;
Collichio, Frances ;
Ollila, David W. ;
Sartor, Carolyn I. ;
Graham, Mark L. ;
Perou, Charles M. .
CLINICAL CANCER RESEARCH, 2007, 13 (08) :2329-2334