Comprehensive analysis of DNA methylation and gene expression profiles in cholangiocarcinoma

作者: Cheng Zhang , Bingye Zhang , Di Meng , Chunlin Ge

DOI: 10.1186/S12935-019-1080-Y

关键词:

摘要: Background The incidence of cholangiocarcinoma (CCA) has risen in recent years, and it has become a significant health burden worldwide. However, the mechanisms underlying tumorigenesis and progression of this disease remain largely unknown. An increasing number of studies have demonstrated crucial biological functions of epigenetic modifications, especially DNA methylation, in CCA. The present study aimed to identify and analyze methylation-regulated differentially expressed genes (MeDEGs) involved in CCA tumorigenesis and progression by bioinformatics analysis. Methods The gene expression profiling dataset (GSE119336) and gene methylation profiling dataset (GSE38860) were obtained from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) and differentially methylated genes (DMGs) were identified using the limma packages of R and GEO2R, respectively. The MeDEGs were obtained by overlapping the DEGs and DMGs. Functional enrichment analyses of these genes were then carried out. Protein–protein interaction (PPI) networks were constructed using STRING and visualized in Cytoscape to determine hub genes. Finally, the results were verified based on The Cancer Genome Atlas (TCGA) database. Results We identified 98 hypermethylated, downregulated genes and 93 hypomethylated, upregulated genes after overlapping the DEGs and DMGs. These genes were mainly enriched in the biological processes of the cell cycle, nuclear division, xenobiotic metabolism, drug catabolism, and negative regulation of proteolysis. The top nine hub genes of the PPI network were F2, AHSG, RRM2, AURKB, CCNA2, TOP2A, BIRC5, PLK1, and ASPM. Moreover, the expression and methylation status of the hub genes were significantly altered in TCGA. Conclusions Our study identified novel methylation-regulated differentially expressed genes (MeDEGs) and explored their related pathways and functions in CCA, which may provide novel insights into a further understanding of methylation-mediated regulatory mechanisms in CCA.

参考文章(67)
Marta Kulis, Manel Esteller, DNA methylation and cancer. Advances in Genetics. ,vol. 70, pp. 27- 56 ,(2010) , 10.1016/B978-0-12-380866-0.60002-2
Chakkaphan Khenjanta, Raynoo Thanan, Apinya Jusakul, Anchalee Techasen, Wassana Jamnongkan, Nisana Namwat, Watcharin Loilome, Chawalit Pairojkul, Puangrat Yongvanit, Association of CYP39A1, RUNX2 and oxidized alpha-1 antitrypsin expression in relation to cholangiocarcinoma progression. Asian Pacific Journal of Cancer Prevention. ,vol. 15, pp. 10187- 10192 ,(2015) , 10.7314/APJCP.2014.15.23.10187
Annika Bergquist, Erik von Seth, Epidemiology of cholangiocarcinoma Best Practice & Research in Clinical Gastroenterology. ,vol. 29, pp. 221- 232 ,(2015) , 10.1016/J.BPG.2015.02.003
Ying-Chun Shen, Fu-Chang Hu, Yung-Ming Jeng, Yu-Ting Chang, Zhong-Zhe Lin, Ming-Chu Chang, Chiun Hsu, Ann-Lii Cheng, Nuclear Overexpression of Mitotic Regulatory Proteins in Biliary Tract Cancer: Correlation with Clinicopathologic Features and Patient Survival Cancer Epidemiology, Biomarkers & Prevention. ,vol. 18, pp. 417- 423 ,(2009) , 10.1158/1055-9965.EPI-08-0691
A.O. Scheimann, S.S. Strautnieks, A.S. Knisely, J.A. Byrne, R.J. Thompson, M.J. Finegold, Mutations in Bile Salt Export Pump (ABCB11) in Two Children with Progressive Familial Intrahepatic Cholestasis and Cholangiocarcinoma The Journal of Pediatrics. ,vol. 150, pp. 556- 559 ,(2007) , 10.1016/J.JPEDS.2007.02.030
Ethan Cerami, Jianjiong Gao, Ugur Dogrusoz, Benjamin E Gross, Selcuk Onur Sumer, Bülent Arman Aksoy, Anders Jacobsen, Caitlin J Byrne, Michael L Heuer, Erik Larsson, Yevgeniy Antipin, Boris Reva, Arthur P Goldberg, Chris Sander, Nikolaus Schultz, None, The cBio Cancer Genomics Portal: An Open Platform for Exploring Multidimensional Cancer Genomics Data Cancer Discovery. ,vol. 2, pp. 401- 404 ,(2012) , 10.1158/2159-8290.CD-12-0095
Wiriyaporn Sumsakul, Wiratchanee Mahavorasirikul, Kesara Na-Bangchang, Inhibitory Activities of Thai Medicinal Plants with Promising Activities Against Malaria and Cholangiocarcinoma on Human Cytochrome P450 Phytotherapy Research. ,vol. 29, pp. 1926- 1933 ,(2015) , 10.1002/PTR.5485
Lisa D Moore, Thuc Le, Guoping Fan, DNA Methylation and Its Basic Function Neuropsychopharmacology. ,vol. 38, pp. 23- 38 ,(2013) , 10.1038/NPP.2012.112
Alexander Koch, Tim De Meyer, Jana Jeschke, Wim Van Criekinge, MEXPRESS: visualizing expression, DNA methylation and clinical TCGA data BMC Genomics. ,vol. 16, pp. 636- 636 ,(2015) , 10.1186/S12864-015-1847-Z
Balázs Győrffy, Giulia Bottai, Thomas Fleischer, Gyöngyi Munkácsy, Jan Budczies, Laura Paladini, Anne-Lise Børresen-Dale, Vessela N. Kristensen, Libero Santarpia, Aberrant DNA methylation impacts gene expression and prognosis in breast cancer subtypes International Journal of Cancer. ,vol. 138, pp. 87- 97 ,(2016) , 10.1002/IJC.29684