Title :
Identification of the differential DNA methylation markers among cancers
Author :
Hongbo Liu ; Zhe Li ; Jing Ding ; Jie Liu ; Yan Zhang
Author_Institution :
Coll. of Bioinf. Sci. & Technol., Harbin Med. Univ., Harbin, China
Abstract :
DNA methylation plays important roles in the development of cancers. Previous studies have identified the differentially methylated sites (DMSs) between cancer and normal control. However, the methylation variations across multiple cancers have not been revealed. In this study, we identified DMSs among six human cancers (C-DMSs) and DMSs among five normal control tissues (T-DMSs). It is revealed that C-DMSs are highly overlapped with T-DMSs. By excluding the T-DMRs from C-DMRs, 4159 bona fide C-DMSs were selected as methylation variations across multiple cancers. Further analysis confirmed the roles of bona fide C-DMSs in regulation of cancer-related gene expression difference. Moreover, the genes related with these bona fide C-DMSs showed enrichment in the biological processes such as cell membrane components, cell adhesion, cell migration, immune response and cell proliferation, and also the pathways in cancer and bladder cancer. And twenty-eight genes are targeted by hsa-miR-323 which participates in tumorigenesis. In the end, we identified potential cancer-related genes by extracting protein interaction sub-network. This study provides a new framework for mining the potential cancer-specific methylation markers and oncogenes.
Keywords :
DNA; biology computing; cancer; cellular biophysics; genetics; proteins; C-DMS; T-DMS; bladder cancer; cancer-related gene expression difference; cell adhesion; cell membrane component; cell migration; cell proliferation; differential DNA methylation marker; differentially methylated sites; human cancer; immune response; normal control tissue; oncogenes; protein interaction subnetwork; tumorigenesis; Bioinformatics; Cancer; DNA; Entropy; Genomics; Plasmas; Proteins; DNA methylation; ancer-specific methylation markers; bona fide C-DMSs; methylation variation;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2013 10th International Conference on
Conference_Location :
Shenyang
DOI :
10.1109/FSKD.2013.6816291