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Genome-wide screen of promoter methylation identifies novel markers in melanoma.

Authors :
Koga Y
Pelizzola M
Cheng E
Krauthammer M
Sznol M
Ariyan S
Narayan D
Molinaro AM
Halaban R
Weissman SM
Source :
Genome research [Genome Res] 2009 Aug; Vol. 19 (8), pp. 1462-70. Date of Electronic Publication: 2009 Jun 02.
Publication Year :
2009

Abstract

DNA methylation is an important component of epigenetic modifications, which influences the transcriptional machinery aberrant in many human diseases. In this study we present the first genome-wide integrative analysis of promoter methylation and gene expression for the identification of methylation markers in melanoma. Genome-wide promoter methylation and gene expression of eight early-passage human melanoma cell strains were compared with newborn and adult melanocytes. We used linear mixed effect models (LME) in combination with a series of filters based on the localization of promoter methylation relative to the transcription start site, overall promoter CpG content, and differential gene expression to discover DNA methylation markers. This approach identified 76 markers, of which 68 were hyper- and eight hypomethylated (LME, P < 0.05). Promoter methylation and differential gene expression of five markers (COL1A2, NPM2, HSPB6, DDIT4L, MT1G) were validated by sequencing of bisulfite-modified DNA and real-time reverse transcriptase PCR, respectively. Importantly, the incidence of promoter methylation of the validated markers increased moderately in early and significantly in advanced-stage melanomas, using early-passage cell strains and snap-frozen tissues (n = 18 and n = 24, respectively) compared with normal melanocytes and nevi (n = 11 and n = 9, respectively). Our approach allows robust identification of methylation markers that can be applied to other studies involving genome-wide promoter methylation. In conclusion, this study represents the first unbiased systematic effort to determine methylation markers in melanoma and revealed several novel genes regulated by promoter methylation that were not described in cancer cells before.

Details

Language :
English
ISSN :
1088-9051
Volume :
19
Issue :
8
Database :
MEDLINE
Journal :
Genome research
Publication Type :
Academic Journal
Accession number :
19491193
Full Text :
https://doi.org/10.1101/gr.091447.109