Integrative analysis of gene expression profiles reveals distinct molecular characteristics in oral tongue squamous cell carcinoma

被引:13
作者
Wang, Ranran [1 ,2 ]
Zhou, Xiao [1 ,3 ,4 ]
Wang, Hui [2 ]
Zhou, Bo [3 ,4 ]
Dong, Shanshan [1 ,2 ]
Ding, Qi [1 ,2 ]
Peng, Mingjing [1 ]
Sheng, Xiaowu [1 ]
Yao, Jianfeng [5 ]
Huang, Rongfu [6 ]
Zeng, Yong [1 ,2 ]
Long, Ying [1 ,2 ]
机构
[1] Cent South Univ, Translat Med Ctr, Changsha 410013, Hunan, Peoples R China
[2] Cent South Univ, Key Lab Translat Radiat Oncol, Changsha 410013, Hunan, Peoples R China
[3] Cent South Univ, Hunan Canc Hosp, Dept Oncoplast & Reconstruct Surg, Changsha 410013, Hunan, Peoples R China
[4] Cent South Univ, Affiliated Canc Hosp, Xiangya Sch Med, 283 Tongzipo Rd, Changsha 410013, Hunan, Peoples R China
[5] Fujian Med Univ, Quanzhou Maternal & Child Hlth Hosp, Reprod Med Ctr, Quanzhou 362000, Fujian, Peoples R China
[6] Fujian Med Univ, Affiliated Hosp 2, Clin Lab, Quanzhou 362000, Fujian, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
oral tongue squamous cell carcinoma; microarray; protein-protein network; integrative bioinformatics; differentially expressed gene; PROTEIN-INTERACTION NETWORKS; BREAST-CANCER; SIGNALING PATHWAY; UNITED-STATES; IDENTIFICATION; METASTASIS; PROGRESSION; CYTOSCAPE; BIOMARKERS; MIGRATION;
D O I
10.3892/ol.2018.9866
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Oral tongue squamous cell carcinoma (OTSCC) is the most common type of oral cancer. Despite advances in knowledge regarding the genome-scale gene expression pattern of oral cancer, the molecular portrait of OTSCC biology has remained unclear over the last few decades. Furthermore, studies concerning OTSCC gene-expression profiles are limited or inconsistent owing to tissue heterogeneity in single-cohort studies. Consequently, the present study integrated the profile datasets of three cohorts in order to screen for differentially expressed genes (DEGs), and subsequently identified the potential candidate genes and pathways in OTSCC through gene enrichment analysis and protein-protein interaction (PPI) network construction. Using the selected Gene Expression Omnibus datasets GSE13601, GSE31056 and GSE78060, 206 DEGs (125 upregulated and 81 downregulated) were identified in OTSCC, principally associated with extracellular matrix (ECM) organization and the phosphoinositide 3-kinase/protein kinase B signaling pathway. Furthermore, 146/206 DEGs were filtered into the PPI network and 20 hub genes were sorted. Further results indicated that the two most significant modules filtered from the PPI network were associated with ECM organization and human papillomavirus infection, which are important factors affecting OTSCC pathology. Overall, a set of OTSCC-associated DEGs has been identified, including certain key candidate genes that may be of vital importance for diagnosis, therapy and prevention of this disease.
引用
收藏
页码:2377 / 2387
页数:11
相关论文
共 62 条
[1]  
[Anonymous], 2014, F1000RESEARCH, DOI DOI 10.12688/F1000RESEARCH.4477.1
[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]   An automated method for finding molecular complexes in large protein interaction networks [J].
Bader, GD ;
Hogue, CW .
BMC BIOINFORMATICS, 2003, 4 (1)
[4]   Prognostic evaluation of oral tongue cancer: Means, markers and perspectives (I) [J].
Bello, Ibrahim O. ;
Soini, Ylermi ;
Salo, Tuula .
ORAL ONCOLOGY, 2010, 46 (09) :630-635
[5]   CluePedia Cytoscape plugin: pathway insights using integrated experimental and in silico data [J].
Bindea, Gabriela ;
Galon, Jerome ;
Mlecnik, Bernhard .
BIOINFORMATICS, 2013, 29 (05) :661-663
[6]   ClueGO: a Cytoscape plug-in to decipher functionally grouped gene ontology and pathway annotation networks [J].
Bindea, Gabriela ;
Mlecnik, Bernhard ;
Hackl, Hubert ;
Charoentong, Pornpimol ;
Tosolini, Marie ;
Kirilovsky, Amos ;
Fridman, Wolf-Herman ;
Pages, Franck ;
Trajanoski, Zlatko ;
Galon, Jerome .
BIOINFORMATICS, 2009, 25 (08) :1091-1093
[7]   ITGA6 is directly regulated by hypoxia-inducible factors and enriches for cancer stem cell activity and invasion in metastatic breast cancer models [J].
Brooks, Danielle L. Peacock ;
Schwab, Luciana P. ;
Krutilina, Raisa ;
Parke, Deanna N. ;
Sethuraman, Aarti ;
Hoogewijs, David ;
Schoerg, Alexandra ;
Gotwald, Lauren ;
Fan, Meiyun ;
Wenger, Roland H. ;
Seagroves, Tiffany N. .
MOLECULAR CANCER, 2016, 15
[8]   Expansion of the Gene Ontology knowledgebase and resources [J].
Carbon, S. ;
Dietze, H. ;
Lewis, S. E. ;
Mungall, C. J. ;
Munoz-Torres, M. C. ;
Basu, S. ;
Chisholm, R. L. ;
Dodson, R. J. ;
Fey, P. ;
Thomas, P. D. ;
Mi, H. ;
Muruganujan, A. ;
Huang, X. ;
Poudel, S. ;
Hu, J. C. ;
Aleksander, S. A. ;
McIntosh, B. K. ;
Renfro, D. P. ;
Siegele, D. A. ;
Antonazzo, G. ;
Attrill, H. ;
Brown, N. H. ;
Marygold, S. J. ;
McQuilton, P. ;
Ponting, L. ;
Millburn, G. H. ;
Rey, A. J. ;
Stefancsik, R. ;
Tweedie, S. ;
Falls, K. ;
Schroeder, A. J. ;
Courtot, M. ;
Osumi-Sutherland, D. ;
Parkinson, H. ;
Roncaglia, P. ;
Lovering, R. C. ;
Foulger, R. E. ;
Huntley, R. P. ;
Denny, P. ;
Campbell, N. H. ;
Kramarz, B. ;
Patel, S. ;
Buxton, J. L. ;
Umrao, Z. ;
Deng, A. T. ;
Alrohaif, H. ;
Mitchell, K. ;
Ratnaraj, F. ;
Omer, W. ;
Rodriguez-Lopez, M. .
NUCLEIC ACIDS RESEARCH, 2017, 45 (D1) :D331-D338
[9]   Potential markers of tongue tumor progression selected by cDNA microarray [J].
Carinci, F ;
Lo Muzio, L ;
Piattelli, A ;
Rubini, C ;
Chiesa, F ;
Ionna, F ;
Palmieri, A ;
Maiorano, E ;
Pastore, A ;
Laino, G ;
Favia, G ;
Dolci, M ;
Pezzetti, F .
INTERNATIONAL JOURNAL OF IMMUNOPATHOLOGY AND PHARMACOLOGY, 2005, 18 (03) :513-524
[10]   The PTEN/PI3K/AKT signalling pathway in cancer, therapeutic implications [J].
Carnero, Amancio ;
Blanco-Aparicio, Carmen ;
Renner, Oliver ;
Link, Wolfgang ;
Leal, Juan F. M. .
CURRENT CANCER DRUG TARGETS, 2008, 8 (03) :187-198