Abstract
DNA methylation is an important component of epigenetic modificationsnthat influences the transcriptional machinery and aberrant in manynhuman diseases. In this study we present the first genome-wide integrativenanalysis of promoter methylation and gene expression for the identificationnof methylation markers in melanoma. Genome-wide promoter methylationnand gene expression of eight early-passage human melanoma cell strainsnwere compared to newborn and adult melanocytes. We used linear mixedneffect models (LME) in combination with a series of filters basednon the localization of promoter methylation relative to the transcriptionnstart site, overall promoter CpG content, and differential gene expressionnto discover DNA methylation markers. This approach identified 76nmarkers, of which 68 were hyper- and 8 hypo-methylated (LME P textless 0.05).nPromoter methylation and differential gene expression of five markersn(COL1A2, NPM2, HSPB6, DDIT4L, MT1G) were validated by sequencingnof bisulfite modified DNA and real-time reverse transcriptase PCR,nrespectively. Importantly, the incidence of promoter methylationnof the validated markers increased moderately in early- and significantlynin advanced-stage melanomas, employing early-passage cell strainsnand snap frozen tissues (n = 18 and n = 24, respectively) comparednto normal melanocytes and nevi (n = 11 and n = 9, respectively).nOur approach allows robust identification of methylation markersnthat can be applied to other studies involving genome-wide promoternmethylation. In conclusion, this study represents the first unbiasednsystematic effort to determine methylation markers in melanoma, andnrevealed several novel genes regulated by promoter methylation thatnwere not described in cancer cells before.
Publication
Genome Research