Blood · 2010 · 263 citations · 47 references
MedicineMolecular BiologyOncologyEpigeneticsEpigenomicsMolecular OncologyCancer EpigeneticsCancer EpigenomicsDna MethylationDna Methylation ProfilingEpigenetic Alterations In CancerMultiple MyelomaAberrant Dna MethylationCell-type Specific MethylationCpg Island Aberrant MethylationGlobal Dna HypomethylationGlobal Dna MethylationMolecular Mechanisms Of PathogenesisMyeloma Pathogenesis
We used genome-wide methylation microarrays to analyze differences in CpG methylation patterns in cells relevant to the pathogenesis of myeloma plasma cells (B cells, normal plasma cells, monoclonal gammopathy of undetermined significance [MGUS], presentation myeloma, and plasma cell leukemia). We show that methylation patterns in these cell types are capable of distinguishing nonmalignant from malignant cells and the main reason for this difference is hypomethylation of the genome at the transition from MGUS to presentation myeloma. In addition, gene-specific hypermethylation was evident at the myeloma stage. Differential methylation was also evident at the transition from myeloma to plasma cell leukemia with remethylation of the genome, particularly of genes involved in cell-cell signaling and cell adhesion, which may contribute to independence from the bone marrow microenvironment. There was a high degree of methylation variability within presentation myeloma samples, which was associated with cytogenetic differences between samples. More specifically, we found methylation subgroups were defined by translocations and hyperdiploidy, with t(4;14) myeloma having the greatest impact on DNA methylation. Two groups of hyperdiploid samples were identified, on the basis of unsupervised clustering, which had an impact on overall survival. Overall, DNA methylation changes significantly during disease progression and between cytogenetic subgroups.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Summaries of Affymetrix GeneChip probe level data
Rafael A. Irizarry · Nucleic Acids Research · 2003 · 5K citations · Full text