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PMID: 20920229 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

DNA methylation epigenotypes in breast cancer molecular subtypes.

Breast cancer research : BCR ·Vol. 12 ·No. 5 ·2010-00-00 ·Pages R77

Bediaga NG, Acha-Sagredo A, Guerra I, Viguri A, Albaina C, Ruiz Diaz I, Rezola R, Alberdi MJ, Dopazo J, Montaner D, Renobales M, Fernández AF, Field JK, Fraga MF, Liloglou T, de Pancorbo MM

Abstract

Identification of gene expression based breast cancer subtypes is considered as 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 there is only a limited understanding of the epigenetic mechanisms affected in those particular breast cancer subtypes. The present study was undertaken to dissect the breast cancer methylome and deliver specific epigenotypes associated with particular breast cancer subtypes. 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 biological 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. Using all-subset selection method, we identified the most subtype predictive methylation profiles in multivariable logistic regression analysis. The approach efficiently recognized 15 individual CpG loci differentially methylated in breast cancer tumor subtypes. We further identify novel subtype specific epigenotypes which clearly demonstrate the differences in the methylation profiles of basal-like and human epidermal growth factor 2 (HER2)-overexpressing tumors. Our results provide evidence that well defined DNA methylation profiles enables breast cancer subtype prediction and support the utilization of this biomarker for prognostication and therapeutic stratification of patients with breast cancer.

MeSH Terms
Aged Breast Neoplasms/classification,genetics,metabolism CpG Islands DNA Methylation Epigenesis, Genetic Female Gene Expression Profiling Genes, p53 Genotype Humans Ki-67 Antigen/metabolism Middle Aged Mutation Neoplasm Grading Oligonucleotide Array Sequence Analysis Receptor, ErbB-2/metabolism Tumor Suppressor Protein p53/genetics
Chemicals
Ki-67 Antigen Tumor Suppressor Protein p53 ERBB2 protein, human Receptor, ErbB-2
Authors & Affiliations
16 authors, click to expand affiliations / ORCID
Bediaga Naiara G
BIOMICs Research Group, Centro de Investigacion y Estudios Avanzados ‘Lucio Lascaray’, University of the Basque Country UPV/EHU, Vitoria-Gazteiz, Spain.
Acha-Sagredo Amelia
Guerra Isabel
Viguri Amparo
Albaina Carmen
Ruiz Diaz Irune
Rezola Ricardo
Alberdi María Jesus
Dopazo Joaquín
Montaner David
Renobales Mertxe
Fernández Agustín F
Field John K
Fraga Mario F
Liloglou Triantafillos
de Pancorbo Marian M
References (43)
43 references, click to expand
  1. Epigenetic biomarkers for human cancer: the time is now.
    Crit Rev Oncol Hematol. 2008 Oct;68(1):1-11 PMID: 18430583
  2. Epigenetic regulation in estrogen receptor positive breast cancer--role in treatment response.
    J Mammary Gland Biol Neoplasia. 2010 Mar;15(1):35-47 PMID: 20101445
  3. Aberrant luminal progenitors as the candidate target population for basal tumor development in BRCA1 mutation carriers.
    Nat Med. 2009 Aug;15(8):907-13 PMID: 19648928
  4. Rare CpG island methylator phenotype in ulcerative colitis-associated neoplasias.
    Gastroenterology. 2007 Apr;132(4):1254-60 PMID: 17408633
  5. DNA methylation in embryonic stem cells.
    J Cell Biochem. 2010 Jan 1;109(1):1-6 PMID: 19899110
  6. The epigenetic progenitor origin of human cancer.
    Nat Rev Genet. 2006 Jan;7(1):21-33 PMID: 16369569
  7. Breast cancer epigenetics: normal human mammary epithelial cells as a model system.
    J Mol Med (Berl). 2008 Dec;86(12):1315-28 PMID: 18716754
  8. MicroRNA expression profiling of human breast cancer identifies new markers of tumor subtype.
    Genome Biol. 2007;8(10):R214 PMID: 17922911
  9. Unraveling epigenetic regulation in embryonic stem cells.
    Cell Stem Cell. 2008 Feb 7;2(2):123-34 PMID: 18371433
  10. Hypomethylation of retrotransposable elements correlates with genomic instability in non-small cell lung cancer.
    Int J Cancer. 2009 Jan 1;124(1):81-7 PMID: 18823011
  11. Association between frequent CpG island methylation and HER2 amplification in human breast cancers.
    Carcinogenesis. 2009 Mar;30(3):466-71 PMID: 19168584
  12. Epigenetic patterns of embryonic and adult stem cells.
    Cell Cycle. 2009 Mar 15;8(6):809-17 PMID: 19229128
  13. High frequency of hypermethylation at the 14-3-3 sigma locus leads to gene silencing in breast cancer.
    Proc Natl Acad Sci U S A. 2000 May 23;97(11):6049-54 PMID: 10811911
  14. Aberrant methylation and silencing of ARHI, an imprinted tumor suppressor gene in which the function is lost in breast cancers.
    Cancer Res. 2003 Jul 15;63(14):4174-80 PMID: 12874023
  15. Differentiation of lung adenocarcinoma, pleural mesothelioma, and nonmalignant pulmonary tissues using DNA methylation profiles.
    Cancer Res. 2009 Aug 1;69(15):6315-21 PMID: 19638575
  16. The triple negative paradox: primary tumor chemosensitivity of breast cancer subtypes.
    Clin Cancer Res. 2007 Apr 15;13(8):2329-34 PMID: 17438091
  17. PTEN promoter is methylated in a proportion of invasive breast cancers.
    Int J Cancer. 2004 Nov 10;112(3):407-10 PMID: 15382065
  18. Molecular subtypes of breast cancer are associated with characteristic DNA methylation patterns.
    Breast Cancer Res. 2010;12(3):R36 PMID: 20565864
  19. Breast cancer DNA methylation profiles in cancer cells and tumor stroma: association with HER-2/neu status in primary breast cancer.
    Cancer Res. 2006 Jan 1;66(1):29-33 PMID: 16397211
  20. Global and regional CpG methylation in pheochromocytomas and abdominal paragangliomas: association to malignant behavior.
    Clin Cancer Res. 2008 May 1;14(9):2551-9 PMID: 18451216
  21. Reactivation of the silenced and imprinted alleles of ARHI is associated with increased histone H3 acetylation and decreased histone H3 lysine 9 methylation.
    Hum Mol Genet. 2003 Aug 1;12(15):1791-800 PMID: 12874100
  22. Molecular portraits of human breast tumours.
    Nature. 2000 Aug 17;406(6797):747-52 PMID: 10963602
  23. DNA hypomethylation in the origin and pathogenesis of human diseases.
    Cell Mol Life Sci. 2009 Jul;66(14):2249-61 PMID: 19326048
  24. HIN-1, a putative cytokine highly expressed in normal but not cancerous mammary epithelial cells.
    Proc Natl Acad Sci U S A. 2001 Aug 14;98(17):9796-801 PMID: 11481438
  25. Hypermethylation in human cancers of the RIZ1 tumor suppressor gene, a member of a histone/protein methyltransferase superfamily.
    Cancer Res. 2001 Nov 15;61(22):8094-9 PMID: 11719434
  26. Ki67 index, HER2 status, and prognosis of patients with luminal B breast cancer.
    J Natl Cancer Inst. 2009 May 20;101(10):736-50 PMID: 19436038
  27. E-cadherin promoter methylation can regulate its expression in invasive ductal breast cancer tissue in Chinese woman.
    Life Sci. 2002 Aug 9;71(12):1397-404 PMID: 12127160
  28. Hypermethylation of the cpG island of Ras association domain family 1A (RASSF1A), a putative tumor suppressor gene from the 3p21.3 locus, occurs in a large percentage of human breast cancers.
    Cancer Res. 2001 Apr 1;61(7):3105-9 PMID: 11306494
  29. Unraveling breast cancer heterogeneity through transcriptomic and epigenomic analysis.
    Ann Surg Oncol. 2009 Aug;16(8):2270-9 PMID: 19452229
  30. Controlling the false discovery rate in behavior genetics research.
    Behav Brain Res. 2001 Nov 1;125(1-2):279-84 PMID: 11682119
  31. Cancer genes hypermethylated in human embryonic stem cells.
    PLoS One. 2008 Sep 29;3(9):e3294 PMID: 18820729
  32. Supervised risk predictor of breast cancer based on intrinsic subtypes.
    J Clin Oncol. 2009 Mar 10;27(8):1160-7 PMID: 19204204
  33. Correlation between CpG methylation profiles and hormone receptor status in breast cancers.
    Breast Cancer Res. 2007;9(4):R57 PMID: 17764565
  34. High-throughput DNA methylation profiling using universal bead arrays.
    Genome Res. 2006 Mar;16(3):383-93 PMID: 16449502
  35. BRCA1 promoter methylation in sporadic breast cancer is associated with reduced BRCA1 copy number and chromosome 17 aneusomy.
    Cancer Res. 2005 Dec 1;65(23):10692-9 PMID: 16322213
  36. p16(INK4a) promoter methylation and protein expression in breast fibroadenoma and carcinoma.
    Int J Cancer. 2005 Apr 10;114(3):414-21 PMID: 15578730
  37. Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications.
    Proc Natl Acad Sci U S A. 2001 Sep 11;98(19):10869-74 PMID: 11553815
  38. Epigenomics and breast cancer.
    Pharmacogenomics. 2008 Dec;9(12):1879-902 PMID: 19072646
  39. Human embryonic stem cells have a unique epigenetic signature.
    Genome Res. 2006 Sep;16(9):1075-83 PMID: 16899657
  40. DNA methylation of RASSF1A, HIN-1, RAR-beta, Cyclin D2 and Twist in in situ and invasive lobular breast carcinoma.
    Int J Cancer. 2003 Dec 20;107(6):970-5 PMID: 14601057
  41. Towards the human cancer epigenome: a first draft of histone modifications.
    Cell Cycle. 2005 Oct;4(10):1377-81 PMID: 16205112
  42. Differences and molecular immunohistochemical parameters in the subtypes of infiltrating ductal breast cancer.
    Am J Clin Pathol. 2008 Sep;130(3):414-24 PMID: 18701415
  43. Genetic and epigenetic modification of mismatch repair genes hMSH2 and hMLH1 in sporadic breast cancer with microsatellite instability.
    Oncogene. 2002 Aug 22;21(37):5696-703 PMID: 12173039
Article Info
Journal
Breast cancer research : BCR
Abbr.
Breast Cancer Res
ISSN
1465-542X
Published
2010-00-00
Epub
2010-00-29
Pages
R77
Language
English
Region
England
NLM ID
100927353
PMCID
PMC3096970
Subset
IM
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