DNA methylation-based diagnostic and prognostic biomarkers of nasopharyngeal carcinoma patients

被引:17
作者
Wu, Zeng-hong [1 ,2 ]
Zhou, Tao [1 ]
Sun, Hai-Ying [1 ,3 ]
机构
[1] Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Otorhinolaryngol, Wuhan 430074, Hubei, Peoples R China
[2] Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Infect Dis, Wuhan, Peoples R China
[3] Stanford Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Stanford, CA 94305 USA
基金
中国国家自然科学基金;
关键词
bioinformatics; gene; methylation; nasopharyngeal carcinoma; EPSTEIN-BARR-VIRUS; CYTOPLASMIC PROTEIN; GENE-EXPRESSION; HOX GENES; IDENTIFICATION; ASSOCIATION; MUTATIONS; TASTIN;
D O I
10.1097/MD.0000000000020682
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Nasopharyngeal carcinoma (NPC) is the most common malignant tumor with a remarkable racial and geographical distribution including people in southern China, South East Asia, and the Middle East/North Africa. DNA methylation is an important manifestation of epigenetic modification, has been studied over several decades, and by regulating and controlling the expression of cancer-related genesits, abnormal DNA methylation can influence in a variety of human malignancy tumors. Until now, there is no analysis focus on differentially methylated, differential expressed genes (MDEGs) study, so we make a joint analysis for both gene methylation profiling microarray and gene expression profiling microarray in NPC. Two gene expression datasets (GSE64634 and GSE12452) and gene methylation profiling data set (GSE62336) were downloaded from GEO and analyzed using the online tool GEO2R to identify MDEGs. Gene ontology (GO) functional analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis of the differentially methylated genes were performed. The STRING database was used to evaluate the interactions of MDEGs and to construct a protein-protein interaction (PPI) network using Cytoscape software. Hub genes were validated with the cBioPortal database. The overlap among the 3 datasets contained 135 hypermethylation genes and 541 hypomethylation genes between NPC and non-NPC samples. A total of 4 genes (TROAP, PCOLCE2, HOXA4, and C1QB) in Hyper-LGs and 14 genes (DYNC1H1, LNX1, RAB37, ALDH3A1, SLC24A4, CP, CEP250, ANK2, DNAI2, MUC13, ACACB, GABRP, STX7, and TTC9) in Hypo-HGs were identified as hub genes. The study of DNA methylation and gene expression provides us a strong support as well as new comprehensive information of MDEGs to the revelation of nasopharyngeal carcinoma's complex pathogenesis. However, further studies are needed to elucidate the biological function of these genes in NPC in the future.
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页数:9
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共 45 条
[1]   PathwayVoyager: pathway mapping using the Kyoto Encyclopedia of Genes and Genomes (KEGG) database [J].
Altermann, E ;
Klaenhammer, TR .
BMC GENOMICS, 2005, 6 (1)
[2]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[3]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[4]   Identification of a Developmental Gene Expression Signature, Including HOX Genes, for the Normal Human Colonic Crypt Stem Cell Niche: Overexpression of the Signature Parallels Stem Cell Overpopulation During Colon Tumorigenesis [J].
Bhatlekar, Seema ;
Addya, Sankar ;
Salunek, Moreh ;
Orr, Christopher R. ;
Surrey, Saul ;
McKenzie, Steven ;
Fields, Jeremy Z. ;
Boman, Bruce M. .
STEM CELLS AND DEVELOPMENT, 2014, 23 (02) :167-179
[5]   Upregulated long non-coding RNA AFAP1-AS1 expression is associated with progression and poor prognosis of nasopharyngeal carcinoma [J].
Bo, Hao ;
Gong, Zhaojian ;
Zhang, Wenling ;
Li, Xiayu ;
Zeng, Yong ;
Liao, Qianjin ;
Chen, Pan ;
Shi, Lei ;
Lian, Yu ;
Jing, Yizhou ;
Tang, Ke ;
Li, Zheng ;
Zhou, Yanhong ;
Zhou, Ming ;
Xiang, Bo ;
Li, Xiaoling ;
Yang, Jianbo ;
Xiong, Wei ;
Li, Guiyuan ;
Zeng, Zhaoyang .
ONCOTARGET, 2015, 6 (24) :20404-20418
[6]   Enrichr: interactive and collaborative HTML']HTML5 gene list enrichment analysis tool [J].
Chen, Edward Y. ;
Tan, Christopher M. ;
Kou, Yan ;
Duan, Qiaonan ;
Wang, Zichen ;
Meirelles, Gabriela Vaz ;
Clark, Neil R. ;
Ma'ayan, Avi .
BMC BIOINFORMATICS, 2013, 14
[7]   HOXA4, down-regulated in lung cancer, inhibits the growth, motility and invasion of lung cancer cells [J].
Cheng, Shaofei ;
Qian, Fengying ;
Huang, Qin ;
Wei, Lirong ;
Fug, Yawen ;
Du, Yuzhen .
CELL DEATH & DISEASE, 2018, 9
[8]   Nasopharyngeal carcinoma [J].
Chua, Melvin L. K. ;
Wee, Joseph T. S. ;
Hui, Edwin P. ;
Chan, Anthony T. C. .
LANCET, 2016, 387 (10022) :1012-1024
[9]   Genes involved in DNA repair and nitrosamine metabolism and those located on chromosome 14q32 are dysregulated in nasopharyngeal carcinoma [J].
Dodd, Lori E. ;
Sengupta, Srikumar ;
Chen, I-How ;
den Boon, Johan A. ;
Cheng, Yu-Juen ;
Westra, William ;
Newton, Michael A. ;
Mittl, Beth F. ;
McShane, Lisa ;
Chen, Chien-Jen ;
Ahlquist, Paul ;
Hildesheim, Allan .
CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2006, 15 (11) :2216-2225
[10]   Integrative Analysis of Complex Cancer Genomics and Clinical Profiles Using the cBioPortal [J].
Gao, Jianjiong ;
Aksoy, Buelent Arman ;
Dogrusoz, Ugur ;
Dresdner, Gideon ;
Gross, Benjamin ;
Sumer, S. Onur ;
Sun, Yichao ;
Jacobsen, Anders ;
Sinha, Rileen ;
Larsson, Erik ;
Cerami, Ethan ;
Sander, Chris ;
Schultz, Nikolaus .
SCIENCE SIGNALING, 2013, 6 (269) :pl1