Departamento de Farmacologia, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, Brazil.
Divisão de Urologia, Departamento de Cirurgia, Universidade Federal de São Paulo, São Paulo, Brazil.
Clin Epigenetics. 2022 May 23;14(1):68. doi: 10.1186/s13148-022-01291-x.
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.
黑色素瘤进展为晚期和转移性阶段相关的表观遗传变化仍知之甚少。为了阐明黑色素瘤发生过程中的 CpG 甲基化动态,我们分析了黑色素瘤进展的四阶段细胞系模型的甲基组谱:非致瘤性黑素细胞(melan-a)、癌前黑素细胞(4C)、非转移性黑素瘤细胞(4C11-)和转移性黑素瘤细胞(4C11+)。我们鉴定了 540 个低甲基化和 37 个高甲基化基因启动子,它们共同构成了恶性特征,还有 646 个低甲基化和 520 个高甲基化启动子区分了转移特征。使用 TCGA-SKCM 甲基化数据,对来自这些特征的差异甲基化基因与总生存期进行了相关性分析。此外,LASSO 正则化的多变量 Cox 分析分别从恶性和转移特征中鉴定出了分别由 33 个和 31 个 CpG 组成的面板,这些 CpG 可以预测不良生存。我们发现恶性(Pyroxd2 和 Ptgfrn)和转移(Arnt2、Igfbp4 和 Ptprf)特征的基因的 DNA 甲基化和转录水平之间存在一致性关系,这两个特征都与黑色素瘤预后相关。总之,这项研究揭示了与恶性和转移相关的新的 CpG 甲基化标志物,它们可以共同提高黑色素瘤患者的生存预测。