CoMPLEX, University College London, London, United Kingdom.
PLoS One. 2013 Jul 16;8(7):e68285. doi: 10.1371/journal.pone.0068285. Print 2013.
Epigenetic processes--including DNA methylation--are increasingly seen as having a fundamental role in chronic diseases like cancer. It is well known that methylation levels at particular genes or loci differ between normal and diseased tissue. Here we investigate whether the intra-gene methylation architecture is corrupted in cancer and whether the variability of levels of methylation of individual CpGs within a defined gene is able to discriminate cancerous from normal tissue, and is associated with heterogeneous tumour phenotype, as defined by gene expression. We analysed 270985 CpGs annotated to 18272 genes, in 3284 cancerous and 681 normal samples, corresponding to 14 different cancer types. In doing so, we found novel differences in intra-gene methylation pattern across phenotypes, particularly in those genes which are crucial for stem cell biology; our measures of intra-gene methylation architecture are a better determinant of phenotype than measures based on mean methylation level alone (K-S test [Formula: see text] in all 14 diseases tested). These per-gene methylation measures also represent a considerable reduction in complexity, compared to conventional per-CpG beta-values. Our findings strongly support the view that intra-gene methylation architecture has great clinical potential for the development of DNA-based cancer biomarkers.
表观遗传过程——包括 DNA 甲基化——在癌症等慢性疾病中被认为具有重要作用。众所周知,特定基因或基因座的甲基化水平在正常组织和病变组织之间存在差异。在这里,我们研究了癌症中基因内甲基化结构是否受到破坏,以及一个定义基因内单个 CpG 甲基化水平的变异性是否能够区分癌症组织和正常组织,并与通过基因表达定义的异质肿瘤表型相关。我们分析了 3284 个癌症样本和 681 个正常样本中 18272 个基因的 270985 个 CpG,这些样本对应于 14 种不同的癌症类型。通过这样做,我们发现了表型之间基因内甲基化模式的新差异,特别是在那些对干细胞生物学至关重要的基因中;我们的基因内甲基化结构测量比基于平均甲基化水平的测量更能确定表型(在所有 14 种测试疾病中,K-S 检验 [公式:见文本])。与传统的每个 CpGβ 值相比,这些每个基因的甲基化测量值也大大降低了复杂性。我们的研究结果强烈支持这样一种观点,即基因内甲基化结构具有很大的临床潜力,可以开发基于 DNA 的癌症生物标志物。