| Literature DB >> 21169070 |
Sitharthan Kamalakaran1, Vinay Varadan, Hege E Giercksky Russnes, Dan Levy, Jude Kendall, Angel Janevski, Michael Riggs, Nilanjana Banerjee, Marit Synnestvedt, Ellen Schlichting, Rolf Kåresen, K Shama Prasada, Harish Rotti, Ramachandra Rao, Laxmi Rao, Man-Hung Eric Tang, K Satyamoorthy, Robert Lucito, Michael Wigler, Nevenka Dimitrova, Bjorn Naume, Anne-Lise Borresen-Dale, James B Hicks.
Abstract
The diversity of breast cancers reflects variations in underlying biology and affects the clinical implications for patients. Gene expression studies have identified five major subtypes- Luminal A, Luminal B, basal-like, ErbB2+ and Normal-Like. We set out to determine the role of DNA methylation in subtypes by performing genome-wide scans of CpG methylation in breast cancer samples with known expression-based subtypes. Unsupervised hierarchical clustering using a set of most varying loci clustered the tumors into a Luminal A majority (82%) cluster, Basal-like/ErbB2+ majority (86%) cluster and a non-specific cluster with samples that were also inconclusive in their expression-based subtype correlations. Contributing methylation loci were both gene associated loci (30%) and non-gene associated (70%), suggesting subtype dependant genome-wide alterations in the methylation landscape. The methylation patterns of significant differentially methylated genes in luminal A tumors are similar to those identified in CD24 + luminal epithelial cells and the patterns in basal-like tumors similar to CD44 + breast progenitor cells. CpG islands in the HOXA cluster and other homeobox (IRX2, DLX2, NKX2-2) genes were significantly more methylated in Luminal A tumors. A significant number of genes (2853, p < 0.05) exhibited expression-methylation correlation, implying possible functional effects of methylation on gene expression. Furthermore, analysis of these tumors by using follow-up survival data identified differential methylation of islands proximal to genes involved in Cell Cycle and Proliferation (Ki-67, UBE2C, KIF2C, HDAC4), angiogenesis (VEGF, BTG1, KLF5), cell fate commitment (SPRY1, OLIG2, LHX2 and LHX5) as having prognostic value independent of subtypes and other clinical factors.Entities:
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Year: 2010 PMID: 21169070 PMCID: PMC5528275 DOI: 10.1016/j.molonc.2010.11.002
Source DB: PubMed Journal: Mol Oncol ISSN: 1574-7891 Impact factor: 6.603