Department of Genetics, Stanford University, Stanford, CA 94305, USA.
Genome Res. 2011 Jul;21(7):1017-27. doi: 10.1101/gr.119487.110. Epub 2011 Apr 26.
Candidate gene-based studies have identified a handful of aberrant CpG DNA methylation events in prostate cancer. However, DNA methylation profiles have not been compared on a large scale between prostate tumor and normal prostate, and the mechanisms behind these alterations are unknown. In this study, we quantitatively profiled 95 primary prostate tumors and 86 benign adjacent prostate tissue samples for their DNA methylation levels at 26,333 CpGs representing 14,104 gene promoters by using the Illumina HumanMethylation27 platform. A 2-class Significance Analysis of this data set revealed 5912 CpG sites with increased DNA methylation and 2151 CpG sites with decreased DNA methylation in tumors (FDR < 0.8%). Prediction Analysis of this data set identified 87 CpGs that are the most predictive diagnostic methylation biomarkers of prostate cancer. By integrating available clinical follow-up data, we also identified 69 prognostic DNA methylation alterations that correlate with biochemical recurrence of the tumor. To identify the mechanisms responsible for these genome-wide DNA methylation alterations, we measured the gene expression levels of several DNA methyltransferases (DNMTs) and their interacting proteins by TaqMan qPCR and observed increased expression of DNMT3A2, DNMT3B, and EZH2 in tumors. Subsequent transient transfection assays in cultured primary prostate cells revealed that DNMT3B1 and DNMT3B2 overexpression resulted in increased methylation of a substantial subset of CpG sites that showed tumor-specific increased methylation.
基于候选基因的研究已经在前列腺癌中鉴定出少数异常的 CpG DNA 甲基化事件。然而,尚未在前列腺肿瘤和正常前列腺之间大规模比较 DNA 甲基化谱,并且这些改变背后的机制尚不清楚。在这项研究中,我们使用 Illumina HumanMethylation27 平台定量分析了 95 个原发性前列腺肿瘤和 86 个良性相邻前列腺组织样本的 DNA 甲基化水平,这些样本代表了 14104 个基因启动子的 26333 个 CpG。对该数据集进行的 2 类显著性分析揭示了 5912 个 CpG 位点在肿瘤中表现出 DNA 甲基化增加,2151 个 CpG 位点表现出 DNA 甲基化减少(FDR < 0.8%)。对该数据集的预测分析确定了 87 个 CpG 是前列腺癌最具预测性的诊断性甲基化生物标志物。通过整合可用的临床随访数据,我们还鉴定出与肿瘤生化复发相关的 69 个预后性 DNA 甲基化改变。为了确定导致这些全基因组 DNA 甲基化改变的机制,我们通过 TaqMan qPCR 测量了几种 DNA 甲基转移酶 (DNMT) 及其相互作用蛋白的基因表达水平,并观察到肿瘤中 DNMT3A2、DNMT3B 和 EZH2 的表达增加。随后在培养的原代前列腺细胞中的瞬时转染实验表明,DNMT3B1 和 DNMT3B2 的过表达导致大量 CpG 位点的甲基化增加,这些 CpG 位点在肿瘤中表现出特异性增加的甲基化。