A DNA methylation-based definition of biologically distinct breast cancer subtypes

被引:129
作者
Stefansson, Olafur A. [1 ]
Moran, Sebastian [1 ]
Gomez, Antonio [1 ]
Sayols, Sergi [1 ]
Arribas-Jorba, Carlos [1 ]
Sandoval, Juan [1 ]
Hilrnarsdottir, Holrnfridur [2 ]
Olafsdottir, Elinborg [3 ]
Tryggvadottir, Laufey [3 ]
Jonasson, Jon G. [3 ,4 ]
Eyfjord, Jorunn [2 ]
Esteller, Manel [1 ,5 ,6 ]
机构
[1] Bellvitge Biomed Res Inst, Canc Epigenet & Biol Program PEBC, Barcelona 08908, Catalonia, Spain
[2] Univ Iceland, Fac Med, Canc Res Lab, Reykjavik, Iceland
[3] Iceland Canc Registry, Reykjavik, Iceland
[4] Landspitali Univ Hosp, Dept Pathol, Reykjavik, Iceland
[5] Univ Barcelona, Sch Med, Dept Physiol Sci 2, Barcelona, Catalonia, Spain
[6] ICREA, Barcelona, Catalonia, Spain
关键词
Breast cancer; DNA methylation; Microarrays; Biological subtypes; Prognosis; TUMOR-SUPPRESSOR GENE; LANDSCAPE; EXPRESSION; MUTATIONS; ARID1A;
D O I
10.1016/j.molonc.2014.10.012
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
In cancer, epigenetic states are deregulated and thought to be of significance in cancer development and progression. We explored DNA methylation-based signatures in association with breast cancer subtypes to assess their impact on clinical presentation and patient prognosis. DNA methylation was analyzed using Infinium 450K arrays in 40 tumors and 17 normal breast samples, together with DNA copy number changes and subtype-specific markers by tissue microarrays. The identified methylation signatures were validated against a cohort of 212 tumors annotated for breast cancer subtypes by the PAM50 method (The Cancer Genome Atlas). Selected markers were pyrosequenced in an independent validation cohort of 310 tumors and analyzed with respect to survival, clinical stage and grade. The results demonstrate that DNA methylation patterns linked to the luminal-B subtype are characterized by CpG island promoter methylation events. In contrast, a large fraction of basal-like tumors are characterized by hypomethylation events occurring within the gene body. Based on these hallmark signatures, we defined two DNA methylation-based subtypes, Epi-LumB and Epi-Basal, and show that they are associated with unfavorable clinical parameters and reduced survival. Our data show that distinct mechanisms leading to changes in CpG methylation states are operative in different breast cancer subtypes. Importantly, we show that a few selected proxy markers can be used to detect the distinct DNA methylation-based subtypes thereby providing valuable information on disease prognosis. (c) 2014 The Authors. Published by Elsevier B.V. on behalf of Federation of European Biochemical Societies.
引用
收藏
页码:555 / 568
页数:14
相关论文
共 33 条
[1]   DNA methylation epigenotypes in breast cancer molecular subtypes [J].
Bediaga, Naiara G. ;
Acha-Sagredo, Amelia ;
Guerra, Isabel ;
Viguri, Amparo ;
Albaina, Carmen ;
Ruiz Diaz, Irune ;
Rezola, Ricardo ;
Jesus Alberdi, Maria ;
Dopazo, Joaquin ;
Montaner, David ;
de Renobales, Mertxe ;
Fernandez, Agustin F. ;
Field, John K. ;
Fraga, Mario F. ;
Liloglou, Triantafillos ;
de Pancorbo, Marian M. .
BREAST CANCER RESEARCH, 2010, 12 (05)
[2]   Deleted in Liver Cancer 1 (DLC1) Utilizes a Novel Binding Site for Tensin2 PTB Domain Interaction and Is Required for Tumor-Suppressive Function [J].
Chan, Lo-Kong ;
Ko, Frankie Chi Fat ;
Ng, Irene Oi-Lin ;
Yam, Judy Wai Ping .
PLOS ONE, 2009, 4 (05) :1-11
[3]   Genomic and transcriptional aberrations linked to breast cancer pathophysiologies [J].
Chin, Koei ;
DeVries, Sandy ;
Fridlyand, Jane ;
Spellman, Paul T. ;
Roydasgupta, Ritu ;
Kuo, Wen-Lin ;
Lapuk, Anna ;
Neve, Richard M. ;
Qian, Zuwei ;
Ryder, Tom ;
Chen, Fanqing ;
Feiler, Heidi ;
Tokuyasu, Taku ;
Kingsley, Chris ;
Dairkee, Shanaz ;
Meng, Zhenhang ;
Chew, Karen ;
Pinkel, Daniel ;
Jain, Ajay ;
Ljung, Britt Marie ;
Esserman, Laura ;
Albertson, Donna G. ;
Waldman, Frederic M. ;
Gray, Joe W. .
CANCER CELL, 2006, 10 (06) :529-541
[4]   The genomic and transcriptomic architecture of 2,000 breast tumours reveals novel subgroups [J].
Curtis, Christina ;
Shah, Sohrab P. ;
Chin, Suet-Feung ;
Turashvili, Gulisa ;
Rueda, Oscar M. ;
Dunning, Mark J. ;
Speed, Doug ;
Lynch, Andy G. ;
Samarajiwa, Shamith ;
Yuan, Yinyin ;
Graef, Stefan ;
Ha, Gavin ;
Haffari, Gholamreza ;
Bashashati, Ali ;
Russell, Roslin ;
McKinney, Steven ;
Langerod, Anita ;
Green, Andrew ;
Provenzano, Elena ;
Wishart, Gordon ;
Pinder, Sarah ;
Watson, Peter ;
Markowetz, Florian ;
Murphy, Leigh ;
Ellis, Ian ;
Purushotham, Arnie ;
Borresen-Dale, Anne-Lise ;
Brenton, James D. ;
Tavare, Simon ;
Caldas, Carlos ;
Aparicio, Samuel .
NATURE, 2012, 486 (7403) :346-352
[5]   DNA methylation profiling reveals a predominant immune component in breast cancers [J].
Dedeurwaerder, Sarah ;
Desmedt, Christine ;
Calonne, Emilie ;
Singhal, Sandeep K. ;
Haibe-Kains, Benjamin ;
Defrance, Matthieu ;
Michiels, Stefan ;
Volkmar, Michael ;
Deplus, Rachel ;
Luciani, Judith ;
Lallemand, Francoise ;
Larsimont, Denis ;
Toussaint, Jerome ;
Haussy, Sandy ;
Rothe, Francoise ;
Rouas, Ghizlane ;
Metzger, Otto ;
Majjaj, Samira ;
Saini, Kamal ;
Putmans, Pascale ;
Hames, Gerald ;
van Baren, Nicolas ;
Coulie, Pierre G. ;
Piccart, Martine ;
Sotiriou, Christos ;
Fuks, Francois .
EMBO MOLECULAR MEDICINE, 2011, 3 (12) :726-741
[6]  
Diaz-Cruz Edgar S, 2010, Breast Dis, V32, P85, DOI 10.3233/BD-2010-0308
[7]   The shaping and functional consequences of the microRNA landscape in breast cancer [J].
Dvinge, Heidi ;
Git, Anna ;
Graef, Stefan ;
Salmon-Divon, Mali ;
Curtis, Christina ;
Sottoriva, Andrea ;
Zhao, Yongjun ;
Hirst, Martin ;
Armisen, Javier ;
Miska, Eric A. ;
Chin, Suet-Feung ;
Provenzano, Elena ;
Turashvili, Gulisa ;
Green, Andrew ;
Ellis, Ian ;
Aparicio, Sam ;
Caldas, Carlos .
NATURE, 2013, 497 (7449) :378-382
[8]   Breast Cancer Methylomes Establish an Epigenomic Foundation for Metastasis [J].
Fang, Fang ;
Turcan, Sevin ;
Rimner, Andreas ;
Kaufman, Andrew ;
Giri, Dilip ;
Morris, Luc G. T. ;
Shen, Ronglai ;
Seshan, Venkatraman ;
Mo, Qianxing ;
Heguy, Adriana ;
Baylin, Stephen B. ;
Ahuja, Nita ;
Viale, Agnes ;
Massague, Joan ;
Norton, Larry ;
Vahdat, Linda T. ;
Moynahan, Mary Ellen ;
Chan, Timothy A. .
SCIENCE TRANSLATIONAL MEDICINE, 2011, 3 (75)
[9]   DNA methylation profiling in the clinic: applications and challenges [J].
Heyn, Holger ;
Esteller, Manel .
NATURE REVIEWS GENETICS, 2012, 13 (10) :679-692
[10]   Molecular subtypes of breast cancer are associated with characteristic DNA methylation patterns [J].
Holm, Karolina ;
Hegardt, Cecilia ;
Staaf, Johan ;
Vallon-Christersson, Johan ;
Jonsson, Goran ;
Olsson, Hakan ;
Borg, Ake ;
Ringner, Markus .
BREAST CANCER RESEARCH, 2010, 12 (03)