Epigenetic basis of hepatocellular carcinoma: A network-based integrative meta-analysis

被引:16
作者
Bhat, Venkat [1 ,2 ]
Srinathan, Sujitha [3 ]
Pasini, Elisa [3 ]
Angeli, Marc [3 ]
Chen, Emily [3 ]
Baciu, Cristina [3 ]
Bhat, Mamatha [2 ,3 ,4 ]
机构
[1] Univ Hlth Network, Dept Psychiat, Toronto, ON M5G2N2, Canada
[2] Univ Toronto, Toronto, ON M5G2N2, Canada
[3] Univ Hlth Network, Multi Organ Transplant Program, 585 Univ Ave, Toronto, ON M5G2N2, Canada
[4] Univ Hlth Network, Dept Med, Div Gastroenterol, Toronto, ON M5G2N2, Canada
关键词
Network analysis; Hepatocellular carcinoma; Methylation;
D O I
10.4254/wjh.v10.i1.155
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
AIM To identify the key epigenetically modulated genes and pathways in HCC by performing an integrative meta-analysis of all major, well-annotated and publicly available methylation datasets using tools of network analysis. METHODS PubMed and Gene Expression Omnibus were searched for genome-wide DNA methylation datasets. Patient clinical and demographic characteristics were obtained. DNA methylation data were integrated using the Ingenuity Pathway Analysis, a software package for visualizing and analyzing biological networks. Pathway enrichment analysis was performed using IPA, which also provides literature-driven and computationally-predicted annotations for significant association of genes to curated molecular pathways. RESULTS From an initial 928 potential abstracts, we identified and analyzed 11 eligible high-throughput methylation datasets representing 354 patients. A significant proportion of studies did not provide concomitant clinical data. In the promoter region, HIST1H2AJ and SPDYA were the most commonly methylated, whereas HRNBP3 gene was the most commonly hypomethylated. ESR1 and ERK were central genes in the principal networks. The pathways most associated with the frequently methylated genes were G-protein coupled receptor and cAMP-mediated signalling. CONCLUSION Using an integrative network-based analysis approach of genome-wide DNA methylation data of both the promoter and body of genes, we identified G-protein coupled receptor signalling as the most highly associated with HCC. This encompasses a diverse range of cancer pathways, such as the PI3K/Akt/mTOR and Ras/Raf/MAPK pathways, and is therefore supportive of previous literature on gene expression in HCC. However, there are novel targetable genes such as HIST1H2AJ that are epigenetically modified, suggesting their potential as biomarkers and for therapeutic targeting of the HCC epigenome.
引用
收藏
页码:155 / 165
页数:11
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