Genes regulated by DNA methylation are involved in distinct phenotypes during melanoma progression and are prognostic factors for patients.
Debora D'Angelo PapaizFlávia Eichemberger RiusAna Luísa Pedroso AyubClarice S OrigassaHemant GujarDiogo de Oliveira PessoaEduardo Moraes ReisJérémie NsengimanaJulia Newton-BishopChristopher E MasonDaniel J WeisenbergerGangning LiangMiriam Galvonas JasiulionisPublished in: Molecular oncology (2022)
In addition to mutations, epigenetic alterations are important contributors to malignant transformation and tumor progression. The aim of this work was to identify epigenetic events in which promoter or gene body DNA methylation induces gene expression changes that drive melanocyte malignant transformation and metastasis. We previously developed a linear mouse model of melanoma progression consisting of spontaneously immortalized melanocytes, premalignant melanocytes, a nonmetastatic tumorigenic, and a metastatic cell line. Here, through the integrative analysis of methylome and transcriptome data, we identified the relationship between promoter and/or gene body DNA methylation alterations and gene expression in early, intermediate, and late stages of melanoma progression. We identified adenylate cyclase type 3 (Adcy3) and inositol polyphosphate 4-phosphatase type II (Inpp4b), which affect tumor growth and metastatic potential, respectively. Importantly, the gene expression and DNA methylation profiles found in this murine model of melanoma progression were correlated with available clinical data from large population-based primary melanoma cohorts, revealing potential prognostic markers.
Keyphrases
- dna methylation
- gene expression
- genome wide
- prognostic factors
- copy number
- skin cancer
- small cell lung cancer
- squamous cell carcinoma
- mouse model
- end stage renal disease
- electronic health record
- chronic kidney disease
- basal cell carcinoma
- newly diagnosed
- ejection fraction
- poor prognosis
- peritoneal dialysis
- big data
- genome wide identification
- climate change
- rna seq
- long non coding rna