AI Article Synopsis

  • The study investigates the epigenetic changes in melanoma progression using a four-stage cell line model, examining how CpG methylation varies across different stages: from non-tumorigenic melanocytes to metastatic melanoma cells.
  • Researchers identified specific gene promoters that are hypo- and hypermethylated, which characterize distinct malignancy and metastasis signatures, totaling 540 hypo- and 37 hypermethylated promoters for malignancy, and 646 hypo- and 520 hypermethylated promoters for metastasis.
  • The findings suggest that specific CpGs could serve as potential markers for predicting poor survival in melanoma patients, as they showed a correlation between DNA methylation and transcriptional levels in key genes linked to melanoma prognosis.

Article Abstract

The epigenetic changes associated with melanoma progression to advanced and metastatic stages are still poorly understood. To shed light on the CpG methylation dynamics during melanoma development, we analyzed the methylome profiles of a four-stage cell line model of melanoma progression: non-tumorigenic melanocytes (melan-a), premalignant melanocytes (4C), non-metastatic melanoma cells (4C11-), and metastatic melanoma cells (4C11+). We identified 540 hypo- and 37 hypermethylated gene promoters that together characterized a malignancy signature, and 646 hypo- and 520 hypermethylated promoters that distinguished a metastasis signature. Differentially methylated genes from these signatures were correlated with overall survival using TCGA-SKCM methylation data. Moreover, multivariate Cox analyses with LASSO regularization identified panels of 33 and 31 CpGs, respectively, from the malignancy and metastasis signatures that predicted poor survival. We found a concordant relationship between DNA methylation and transcriptional levels for genes from the malignancy (Pyroxd2 and Ptgfrn) and metastasis (Arnt2, Igfbp4 and Ptprf) signatures, which were both also correlated with melanoma prognosis. Altogether, this study reveals novel CpGs methylation markers associated with malignancy and metastasis that collectively could improve the survival prediction of melanoma patients.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9128240PMC
http://dx.doi.org/10.1186/s13148-022-01291-xDOI Listing

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