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Differential gene methylation in paired glioblastomas suggests a role of immune response pathways in tumor progression

机译:配对胶质母细胞瘤中的差异基因甲基化提示免疫应答途径在肿瘤进展中的作用

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DNA and histone methylation are post-transcriptional modifications that have been recently described in gliomas. Indeed, glioma CpG island hypermethylated phenotype has been identified as prognostic biomarker and as a surrogate marker of IDH1/2 mutations. However, the role of DNA methylation in glioblastoma progression is unknown. We sought to analyze DNA methylation levels in paired (initial and recurrent) primary glioblastoma samples to identify candidate pathways that may prone to glioblastoma progression. We have analyzed 12 samples (5 paired samples, two of them with three surgeries) using methylation arrays. We have analyzed differential methylation at probe and at gene region level. Finally, pathway analysis has been performed using differentially methylated regions. All analysis has been performed with R and Bioconductor packages. Mean methylation level at initial sample compared to recurrence was strongly positively correlated (R-2 = 0.98). There was no differentially methylation at probe level. However, at gene level 3080 regions were differentially methylated. Interestingly, pathways analysis showed that the most differentially methylated genes are involved in cellular response to macrophage colony-stimulating factor stimulus (GO:0036006). Methylation levels were strongly conserved when comparing initial to recurrence in primary glioblastomas. Interestingly, differentially methylated pathway analysis suggests that a modulation of methylation in immune response genes may play a role in glioblastoma progression. Further studies are needed to validate the role of methylation of glioblastoma immune response genes in tumor progression.
机译:DNA和组蛋白甲基化是最近在神经胶质瘤中描述的转录后修饰。实际上,神经胶质瘤CpG岛超甲基化表型已被鉴定为预后生物标志物和IDH1 / 2突变的替代标志物。但是,DNA甲基化在胶质母细胞瘤进展中的作用尚不清楚。我们试图分析成对的(初始和复发)原发性胶质母细胞瘤样品中的DNA甲基化水平,以鉴定可能倾向于胶质母细胞瘤进展的候选途径。我们使用甲基化阵列分析了12个样品(5个配对样品,其中两个进行了三个手术)。我们已经分析了探针和基因区域水平的差异甲基化。最后,已经使用差异甲基化区域进行了途径分析。所有分析均使用R和Bioconductor软件包进行。与复发相比,初始样本的平均甲基化水平呈强正相关(R-2 = 0.98)。在探针水平上没有差异甲基化。但是,在基因水平上,有3080个区域被甲基化。有趣的是,途径分析表明,甲基化差异最大的基因参与了对巨噬细胞集落刺激因子刺激的细胞应答(GO:0036006)。当比较原发性胶质母细胞瘤的初发与复发时,甲基化水平被高度保守。有趣的是,差异甲基化途径分析表明,免疫应答基因中甲基化的调节可能在胶质母细胞瘤进展中起作用。需要进一步的研究来验证胶质母细胞瘤免疫应答基因的甲基化在肿瘤进展中的作用。

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