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Genome-wide promoter methylation profiling in a cellular model of melanoma progression reveals markers of malignancy and metastasis that predict melanoma survival.
Rius, Flávia E; Papaiz, Debora D; Azevedo, Hatylas F Z; Ayub, Ana Luísa P; Pessoa, Diogo O; Oliveira, Tiago F; Loureiro, Ana Paula M; Andrade, Fernando; Fujita, André; Reis, Eduardo M; Mason, Christopher E; Jasiulionis, Miriam G.
Afiliación
  • Rius FE; Departamento de Farmacologia, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, Brazil.
  • Papaiz DD; Departamento de Farmacologia, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, Brazil.
  • Azevedo HFZ; Divisão de Urologia, Departamento de Cirurgia, Universidade Federal de São Paulo, São Paulo, Brazil.
  • Ayub ALP; Departamento de Farmacologia, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, Brazil.
  • Pessoa DO; Departamento de Bioquímica, Instituto de Química, Universidade de São Paulo, São Paulo, Brazil.
  • Oliveira TF; Departamento de Farmacociências, Universidade Federal de Ciências da Saúde de Porto Alegre, São Paulo, Brazil.
  • Loureiro APM; Departamento de Análises Clínicas e Toxicológicas, Faculdade de Ciências Farmacêuticas, Universidade de São Paulo, São Paulo, Brazil.
  • Andrade F; Departamento de Análises Clínicas e Toxicológicas, Faculdade de Ciências Farmacêuticas, Universidade de São Paulo, São Paulo, Brazil.
  • Fujita A; Bioinformatics Graduate Program, Instituto de Matemática e Estatística, Universidade de São Paulo, São Paulo, Brazil.
  • Reis EM; Department of Biology, Loyola University Chicago, Chicago, USA.
  • Mason CE; Departamento de Ciências da Computação, Instituto de Matemática e Estatística, Universidade de São Paulo, São Paulo, Brazil.
  • Jasiulionis MG; Departamento de Bioquímica, Instituto de Química, Universidade de São Paulo, São Paulo, Brazil.
Clin Epigenetics ; 14(1): 68, 2022 05 23.
Article en En | MEDLINE | ID: mdl-35606887
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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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Metilación de ADN / Melanoma Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Clin Epigenetics Año: 2022 Tipo del documento: Article País de afiliación: Brasil

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Metilación de ADN / Melanoma Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Clin Epigenetics Año: 2022 Tipo del documento: Article País de afiliación: Brasil
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