Wu Jun, Gu Yunzhao, Xiao Yawen, Xia Chao, Li Hua, Kang Yani, Sun Jielin, Shao Zhifeng, Lin Zongli, Zhao Xiaodong
School of Life Sciences, East China Normal University, Shanghai, China.
Bio-ID Center, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China.
Front Genet. 2019 Feb 4;9:711. doi: 10.3389/fgene.2018.00711. eCollection 2018.
DNA methylation plays a critical role in tumorigenesis through regulating oncogene activation and tumor suppressor gene silencing. Although extensively analyzed, the implication of DNA methylation in gene regulatory network is less characterized. To address this issue, in this study we performed an integrative analysis on the alteration of DNA methylation patterns and the dynamics of gene regulatory network topology across distinct stages of stomach cancer. We found the global DNA methylation patterns in different stages are generally conserved, whereas some significantly differentially methylated genes were exclusively observed in the early stage of stomach cancer. Integrative analysis of DNA methylation and network topology alteration yielded several genes which have been reported to be involved in the progression of stomach cancer, such as , , , , , and . Finally, we demonstrated that inhibition of promotes cell proliferation, suggesting that DNA methylation-associated suppression possibly contributes to the gastric cancer progression. Taken together, our study suggests the DNA methylation-associated regulatory network analysis could be used for identifying cancer-related genes. This strategy can facilitate the understanding of gene regulatory network in cancer biology and provide a new insight into the study of DNA methylation at system level.
DNA甲基化通过调控癌基因激活和肿瘤抑制基因沉默在肿瘤发生中发挥关键作用。尽管已得到广泛分析,但DNA甲基化在基因调控网络中的作用仍不太清楚。为解决这一问题,在本研究中,我们对胃癌不同阶段的DNA甲基化模式改变和基因调控网络拓扑结构动态进行了综合分析。我们发现不同阶段的整体DNA甲基化模式总体上是保守的,然而,一些显著差异甲基化基因仅在胃癌早期被观察到。DNA甲基化与网络拓扑结构改变的综合分析产生了几个已报道参与胃癌进展的基因,如 、 、 、 、 和 。最后,我们证明抑制 可促进细胞增殖,表明DNA甲基化相关的 抑制可能促进胃癌进展。综上所述,我们的研究表明DNA甲基化相关调控网络分析可用于鉴定癌症相关基因。该策略有助于理解癌症生物学中的基因调控网络,并为系统水平的DNA甲基化研究提供新的见解。