甲基化变化在癌症中很常见,但是了解高甲基化和低甲基化区域如何协调变化,与基因组特征相关联,和影响基因表达需要更好地理解其生物学意义。研究了超甲基化的功能意义,但是低甲基化仍然有限。这里,从患者/对照组收集的成对的表达和甲基化样本,我们试图从B细胞慢性淋巴细胞白血病(B-CLL)样本中更好地表征癌症中发生的基因表达和甲基化变化。
跨数据集,我们发现,与许多不一致的低和高度保守的超DMRs相比,样本间一致的差异低甲基化区域(C-DMRs)相对较少.然而,hypo-C-DMRs中的基因倾向于与hyper-C-DMRs中的功能拮抗相关,比如分化,细胞周期调节和增殖,提示甲基化变化的协调调节。发现B-CLL中的Hypo-C-DMRs富含关键信号传导途径,例如B细胞受体和p53途径以及B淋巴细胞生成所必需的基因/基序。与高甲基化施加的转录沉默机制相反,Hypo-C-DMRs倾向于接近表达升高的基因。Hypo-C-DMRs倾向于在激活H4K4me1/2/3,H3K79me2和H3K27ac组蛋白修饰的区域中富集。相比之下,多梳抑制复合物2(PRC2)签名,由EZH2,SUZ12,CTCF结合位点标记,压抑的H3K27me3标志,和“抑制/平衡启动子”状态与超C-DMRs相关。大多数hypo-C-DMRs在内含子中发现(36%),3个未翻译区域(29%),和基因间区域(24%)。许多这些基因区域也与增强子重叠。发现3个UTR外显子的CpG甲基化与基因表达呈弱正相关。相比之下,5'UTR中的甲基化与表达呈负相关。为了更好地表征甲基化和表达变化之间的重叠,我们确定了与“凋亡”和“白细胞激活”相关的相关模块。
尽管疾病表现具有临床异质性,一些甲基化变化,hypo和hyper,在B-CLL中似乎很常见。低甲基化似乎起到了积极的作用,有针对性的,以及在癌症进展中的互补作用,它在癌症过程中以协调的方式与超甲基化相互作用。
Methylation changes are frequent in cancers, but understanding how hyper- and hypomethylated region changes coordinate, associate with genomic features, and affect gene expression is needed to better understand their biological significance. The functional significance of hypermethylation is well studied, but that of hypomethylation remains limited. Here, with paired expression and methylation samples gathered from a patient/control cohort, we attempt to better characterize the gene expression and methylation changes that take place in cancer from B cell chronic lymphocyte leukemia (B-CLL) samples.
Across the dataset, we found that consistent differentially hypomethylated regions (C-DMRs) across samples were relatively few compared to the many poorly consistent hypo- and highly conserved hyper-DMRs. However, genes in the hypo-C-DMRs tended to be associated with functions antagonistic to those in the hyper-C-DMRs, like differentiation, cell-cycle regulation and proliferation, suggesting coordinated regulation of methylation changes. Hypo-C-DMRs in B-CLL were found enriched in key signaling pathways like B cell receptor and p53 pathways and genes/motifs essential for B lymphopoiesis. Hypo-C-DMRs tended to be proximal to genes with elevated expression in contrast to the transcription silencing-mechanism imposed by hypermethylation. Hypo-C-DMRs tended to be enriched in the regions of activating H4K4me1/2/3, H3K79me2, and H3K27ac histone modifications. In comparison, the polycomb repressive complex 2 (PRC2) signature, marked by EZH2, SUZ12, CTCF binding-sites, repressive H3K27me3 marks, and \"repressed/poised promoter\" states were associated with hyper-C-DMRs. Most hypo-C-DMRs were found in introns (36 %), 3\' untranslated regions (29 %), and intergenic regions (24 %). Many of these genic regions also overlapped with enhancers. The methylation of CpGs from 3\'UTR exons was found to have weak but positive correlation with gene expression. In contrast, methylation in the 5\'UTR was negatively correlated with expression. To better characterize the overlap between methylation and expression changes, we identified correlation modules that associate with \"apoptosis\" and \"leukocyte activation\".
Despite clinical heterogeneity in disease presentation, a number of methylation changes, both hypo and hyper, appear to be common in B-CLL. Hypomethylation appears to play an active, targeted, and complementary role in cancer progression, and it interplays with hypermethylation in a coordinated fashion in the cancer process.