Transcriptomics

Dataset Information

0

DNA methylation by HELP for Integrative epigenomic study in leukemia samples


ABSTRACT: The molecular heterogeneity of acute leukemias and other tumors constitutes a major obstacle towards understanding disease pathogenesis and developing new targeted-therapies. Aberrant gene regulation is a hallmark of cancer and plays a central role in determining tumor phenotype. We predicted that integration of different genome-wide epigenetic regulatory marks along with gene expression levels would provide greater power in capturing biological differences between leukemia subtypes. Gene expression, cytosine methylation and histone H3 lysine 9 (H3K9) acetylation were measured using high-density oligonucleotide microarrays in primary human acute myeloid leukemia (AML) and acute lymphocytic leukemia (ALL) specimens. We found that DNA methylation and H3K9 acetylation distinguished these leukemias of distinct cell lineage, as expected, but that an integrative analysis combining the information from each platform revealed hundreds of additional differentially expressed genes that were missed by gene expression arrays alone. This integrated analysis also enhanced the detection and statistical significance of biological pathways dysregulated in AML and ALL. Integrative epigenomic studies are thus feasible using clinical samples and provide superior detection of aberrant transcriptional programming than single-platform microarray studies. Keywords: DNA methylation by HELP 5 acute leukemia samples (2 ALL and 3 AML) in triplicate. Replicate #3 from sample ALL2 was discarded due to bad hybridization quality. No dye swap was performed.

ORGANISM(S): Homo sapiens  

SUBMITTER: Maria Eugenia Figueroa   

PROVIDER: E-GEOD-10894 | ArrayExpress | 2008-04-01

SECONDARY ACCESSION(S): GSE10894PRJNA107293

REPOSITORIES: GEO, ArrayExpress

altmetric image

Publications

Sorry, this publication's infomation has not been loaded in the Indexer, please go directly to PUBMED or Altmetric.

Similar Datasets

2010-01-12 | E-GEOD-18700 | ArrayExpress
2010-05-07 | E-GEOD-14417 | ArrayExpress
2010-05-15 | E-GEOD-17328 | ArrayExpress
2013-08-19 | E-GEOD-46167 | ArrayExpress
2013-06-27 | E-GEOD-38295 | ArrayExpress
2013-06-27 | E-GEOD-44860 | ArrayExpress
2009-12-29 | E-GEOD-19671 | ArrayExpress
2015-05-20 | E-GEOD-60233 | ArrayExpress
2013-06-27 | E-GEOD-44862 | ArrayExpress
2013-04-03 | E-GEOD-43860 | ArrayExpress