Network analysis of microRNAs, transcription factors, target genes and host genes in nasopharyngeal carcinoma

被引:4
作者
Wang, Hao [1 ,2 ]
Xu, Zhiwen [1 ,2 ]
Ma, Mengyao [1 ,2 ]
Wang, Ning [1 ,2 ]
Wang, Kunhao [1 ,2 ]
机构
[1] Jilin Univ, Dept Comp Sci & Technol, 2,699 Qianjin St, Changchun 130012, Jilin, Peoples R China
[2] Jilin Univ, Key Lab Symbol Computat & Knowledge Engn, Minist Educ, Changchun 130012, Jilin, Peoples R China
基金
中国国家自然科学基金;
关键词
nasopharyngeal carcinoma; microRNA; transcription factor; network; host gene;
D O I
10.3892/ol.2016.4476
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Numerous studies on the morbidity of nasopharyngeal carcinoma (NPC) have identified several genes, microRNAs (miRNAs or miRs) and transcription factors (TFs) that influence the pathogenesis of NPC. However, summarizing all the regulatory networks involved in NPC is challenging. In the present study, the genes, miRNAs and TFs involved in NPC were considered as the nodes of the so-called regulatory network, and the associations between them were investigated. To clearly represent these associations, three regulatory networks were built seperately, namely, the differentially expressed network, the associated network and the global network. The differentially expressed network is the most important one of these three networks, since its nodes are differentially expressed genes whose mutations may lead to the development of NPC. Therefore, by modifying the aberrant expression of those genes that are differentially expressed in this network, their dysregulation may be corrected and the tumorigenesis of NPC may thus be prevented. Analysis of the aforementioned three networks highlighted the importance of certain pathways, such as self-adaptation pathways, in the development of NPC. For example, cyclin D1 (CCND1) was observed to regulate Homo sapiens-miR-20a, which in turn targeted CCND1. The present study conducted a systematic analysis of the pathogenesis of NPC through the three aforementioned regulatory networks, and provided a theoretical model for biologists. Future studies are required to evaluate the influence of the highlighted pathways in NPC.
引用
收藏
页码:3821 / 3828
页数:8
相关论文
共 15 条
[1]   MicroRNA-449 and MicroRNA-34b/c Function Redundantly in Murine Testes by Targeting E2F Transcription Factor-Retinoblastoma Protein (E2F-pRb) Pathway [J].
Bao, Jianqiang ;
Li, Ding ;
Wang, Li ;
Wu, Jingwen ;
Hu, Yanqin ;
Wang, Zhugang ;
Chen, Yan ;
Cao, Xinkai ;
Jiang, Cizhong ;
Yan, Wei ;
Xu, Chen .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2012, 287 (26) :21686-21698
[2]   Microarray profiling of microRNAs reveals frequent coexpression with neighboring miRNAs and host genes [J].
Baskerville, S ;
Bartel, DP .
RNA, 2005, 11 (03) :241-247
[3]   P-Match: transcription factor binding site search by combining patterns and weight matrices [J].
Chekmenev, DS ;
Haid, C ;
Kel, AE .
NUCLEIC ACIDS RESEARCH, 2005, 33 :W432-W437
[4]   The UCSC Genome Browser database: update 2011 [J].
Fujita, Pauline A. ;
Rhead, Brooke ;
Zweig, Ann S. ;
Hinrichs, Angie S. ;
Karolchik, Donna ;
Cline, Melissa S. ;
Goldman, Mary ;
Barber, Galt P. ;
Clawson, Hiram ;
Coelho, Antonio ;
Diekhans, Mark ;
Dreszer, Timothy R. ;
Giardine, Belinda M. ;
Harte, Rachel A. ;
Hillman-Jackson, Jennifer ;
Hsu, Fan ;
Kirkup, Vanessa ;
Kuhn, Robert M. ;
Learned, Katrina ;
Li, Chin H. ;
Meyer, Laurence R. ;
Pohl, Andy ;
Raney, Brian J. ;
Rosenbloom, Kate R. ;
Smith, Kayla E. ;
Haussler, David ;
Kent, W. James .
NUCLEIC ACIDS RESEARCH, 2011, 39 :D876-D882
[5]   Mammalian microRNAs predominantly act to decrease target mRNA levels [J].
Guo, Huili ;
Ingolia, Nicholas T. ;
Weissman, Jonathan S. ;
Bartel, David P. .
NATURE, 2010, 466 (7308) :835-U66
[6]   Gene regulation by transcription factors and microRNAs [J].
Hobert, Oliver .
SCIENCE, 2008, 319 (5871) :1785-1786
[7]   miRBase: integrating microRNA annotation and deep-sequencing data [J].
Kozomara, Ana ;
Griffiths-Jones, Sam .
NUCLEIC ACIDS RESEARCH, 2011, 39 :D152-D157
[8]   microRNA expression profiling of nasopharyngeal carcinoma [J].
Li, Ting ;
Chen, Jia-Xin ;
Fu, Xu-Ping ;
Yang, Shu ;
Zhang, Zheng ;
Chen, Kh-He ;
Li, Yao .
ONCOLOGY REPORTS, 2011, 25 (05) :1353-1363
[9]   Comparative serum proteomic analysis involving liver organ-specific metastasis-associated proteins of nasopharyngeal carcinoma [J].
Pan, Changchuan ;
Tao, Yalan ;
Zhao, Ming ;
Li, Wang ;
Huang, Zilin ;
Gao, Jing ;
Wu, Yanhen ;
Yu, Jingrui ;
Wu, Peihong ;
Xia, Yunfei ;
Lu, Jin .
EXPERIMENTAL AND THERAPEUTIC MEDICINE, 2012, 3 (06) :1055-1061
[10]   Identification of mammalian microRNA host genes and transcription units [J].
Rodriguez, A ;
Griffiths-Jones, S ;
Ashurst, JL ;
Bradley, A .
GENOME RESEARCH, 2004, 14 (10A) :1902-1910