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

被引:16
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.
引用
收藏
页数:9
相关论文
共 45 条
  • [1] PathwayVoyager: pathway mapping using the Kyoto Encyclopedia of Genes and Genomes (KEGG) database
    Altermann, E
    Klaenhammer, TR
    [J]. BMC GENOMICS, 2005, 6 (1)
  • [2] Gene Ontology: tool for the unification of biology
    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
    [J]. NATURE GENETICS, 2000, 25 (01) : 25 - 29
  • [3] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. 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
    Bhatlekar, Seema
    Addya, Sankar
    Salunek, Moreh
    Orr, Christopher R.
    Surrey, Saul
    McKenzie, Steven
    Fields, Jeremy Z.
    Boman, Bruce M.
    [J]. 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
    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
    [J]. ONCOTARGET, 2015, 6 (24) : 20404 - 20418
  • [6] Enrichr: interactive and collaborative HTML']HTML5 gene list enrichment analysis tool
    Chen, Edward Y.
    Tan, Christopher M.
    Kou, Yan
    Duan, Qiaonan
    Wang, Zichen
    Meirelles, Gabriela Vaz
    Clark, Neil R.
    Ma'ayan, Avi
    [J]. BMC BIOINFORMATICS, 2013, 14
  • [7] HOXA4, down-regulated in lung cancer, inhibits the growth, motility and invasion of lung cancer cells
    Cheng, Shaofei
    Qian, Fengying
    Huang, Qin
    Wei, Lirong
    Fug, Yawen
    Du, Yuzhen
    [J]. CELL DEATH & DISEASE, 2018, 9
  • [8] Nasopharyngeal carcinoma
    Chua, Melvin L. K.
    Wee, Joseph T. S.
    Hui, Edwin P.
    Chan, Anthony T. C.
    [J]. 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
    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
    [J]. CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2006, 15 (11) : 2216 - 2225
  • [10] Integrative Analysis of Complex Cancer Genomics and Clinical Profiles Using the cBioPortal
    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
    [J]. SCIENCE SIGNALING, 2013, 6 (269) : pl1