a Stem Cell and Regenerative Medicine Laboratory , Ningbo No. 2 Hospital , Ningbo , Zhejiang , P.R. China.
b Institute of Neuroscience, Shanghai Institute for Biological Sciences , Chinese Academy of Sciences , Shanghai , P.R. China.
Epigenetics. 2019 Apr;14(4):392-404. doi: 10.1080/15592294.2019.1588684. Epub 2019 Mar 16.
Molecular characterizations, including microsatellite instability (MSI) and the CpG island methylator phenotype (CIMP) showed strong associations in colorectal carcinoma (CRC) and provided a deeper understanding of the etiology of disease. However, the global relationship between epigenetic alternations and changes in mRNA expression in CRC remains largely undefined, especially regarding the roles of DNA methyltransferases (DNMTs). Here, we conducted a systematic network comparison to explore the global conservation between co-expressed and co-methylated modules. We successfully identified immune-related modules that were regulated by DNMTs and had strong associations with immune-infiltrating neutrophils and dendritic cells in CRC. Moreover, we found that genes in those modules were prognostic for CRC, with 97.1% (168/173) being significantly influenced by DNMTs. Thus, this study resolved an interaction between DNA methylation and mRNA expression through DNMTs. Additionally, we provided evidence that DNMTs control the global hypomethylation of oncogenes, including ALOX5AP and CSF3R that otherwise have high methylation in normal colons. Such genes were also more sensitive to DNMT changes, such as in CRC. Collectively, our analyzes provided a systems biology approach to investigate the association among different molecular phenotypes in diseases.
分子特征分析,包括微卫星不稳定性(MSI)和 CpG 岛甲基化表型(CIMP),在结直肠癌(CRC)中表现出强烈的相关性,为疾病的病因学提供了更深入的了解。然而,CRC 中表观遗传改变与 mRNA 表达变化之间的全球关系在很大程度上仍未得到定义,特别是关于 DNA 甲基转移酶(DNMTs)的作用。在这里,我们进行了系统的网络比较,以探索共表达和共甲基化模块之间的全球保守性。我们成功地鉴定了受 DNMTs 调节且与 CRC 中浸润中性粒细胞和树突状细胞具有强烈关联的免疫相关模块。此外,我们发现这些模块中的基因对 CRC 具有预后意义,其中 97.1%(168/173)受 DNMTs 显著影响。因此,这项研究通过 DNMTs 解决了 DNA 甲基化和 mRNA 表达之间的相互作用。此外,我们提供了证据表明,DNMTs 控制包括 ALOX5AP 和 CSF3R 在内的致癌基因的全局低甲基化,这些基因在正常结肠中甲基化程度较高。这些基因也对 DNMT 变化更敏感,例如在 CRC 中。总的来说,我们的分析提供了一种系统生物学方法来研究疾病中不同分子表型之间的关联。