Identification of SERPINE1, PLAU and ACTA1 as biomarkers of head and neck squamous cell carcinoma based on integrated bioinformatics analysis

被引:64
作者
Yang, Ke [1 ,2 ]
Zhang, Shizhou [1 ]
Zhang, Dongsheng [1 ]
Tao, Qian [3 ]
Zhang, Tianqi [1 ]
Liu, Guijun [1 ]
Liu, Xingguang [4 ]
Zhao, Tengda [1 ]
机构
[1] Shandong Univ, Dept Oral & Maxillofacial Surg, Prov Hosp, Jinan 250021, Shandong, Peoples R China
[2] Shandong Univ, Dept Med Ctr, Prov Hosp, Jinan, Shandong, Peoples R China
[3] Sun Yat Sen Univ, Guangdong Prov Key Lab Stomatol, Dept Oral & Maxillofacial Surg, Guanghua Sch Stomatol,Hosp Stomatol, Guangzhou, Guangdong, Peoples R China
[4] Shandong Univ, Stomatol Hosp, Shangdong Prov Key Lab Oral Tissue Regenerat, Jinan, Shandong, Peoples R China
基金
美国国家科学基金会;
关键词
HNSCC; Biomarkers; Differentially expressed genes; Integrated bioinformatics analysis; DIFFERENTIALLY EXPRESSED GENES; PROMOTES; CANCER; STATISTICS; PATHWAYS;
D O I
10.1007/s10147-019-01435-9
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Head and neck squamous cell carcinoma (HNSCC) is the six leading cancer by incidence worldwide. The 5-year survival rate of HNSCC patients remains less than 65% due to lack of symptoms in the early stage. Hence, biomarkers which can improve detection of HNSCC should improve clinical outcome. Methods Gene expression profiles (GSE6631, GSE58911) and the Cancer Genome Atlas (TCGA) HNSCC data were used for integrated bioinformatics analysis; the differentially expressed genes (DEGs) were then subjected to functional and pathway enrichment analysis, protein-protein interaction (PPI) network construction. Subsequently, module analysis of the PPI network was performed and overall survival (OS) analysis of hub genes in subnetwork was studied. Finally, immunohistochemistry was used to verify the selected markers. Results A total of 52 up-regulated and 80 down-regulated DEGs were identified, which were mainly associated with ECM-receptor interaction and focal adhesion signaling pathways. Importantly, a set of prognostic signatures including SERPINE1, PLAU and ACTA1 were screened from DEGs, which could predict OS in HNSCC patients from TCGA cohort. Experiment of clinical samples further successfully validated that these three signature genes were aberrantly expressed in the oral epithelial dysplasia and HNSCC, and correlated with aggressiveness of HNSCC patients. Conclusions SERPINE1, PLAU and ACTA1 played important roles in regulating the initiation and progression of HNSCC, and could be identified as key biomarkers for precise diagnosis and prognosis of HNSCC, which will provide potential targets for clinical therapies.
引用
收藏
页码:1030 / 1041
页数:12
相关论文
共 34 条
[1]   uPA/uPAR and SERPINE1 in head and neck cancer: role in tumor resistance, metastasis, prognosis and therapy [J].
Angel Pavon, Miguel ;
Arroyo-Solera, Irene ;
Virtudes Cespedes, Maria ;
Casanova, Isolda ;
Leon, Xavier ;
Mangues, Ramon .
ONCOTARGET, 2016, 7 (35) :57351-57366
[2]   Hypoxia-induced reactive oxygen species mediate N-cadherin and SERPINE1 expression, EGFR signalling and motility in MDA-MB-468 breast cancer cells [J].
Azimi, Iman ;
Petersen, Rosalie M. ;
Thompson, Erik W. ;
Roberts-Thomson, Sarah J. ;
Monteith, Gregory R. .
SCIENTIFIC REPORTS, 2017, 7
[3]   Gene Ontology Consortium: going forward [J].
Blake, J. A. ;
Christie, K. R. ;
Dolan, M. E. ;
Drabkin, H. J. ;
Hill, D. P. ;
Ni, L. ;
Sitnikov, D. ;
Burgess, S. ;
Buza, T. ;
Gresham, C. ;
McCarthy, F. ;
Pillai, L. ;
Wang, H. ;
Carbon, S. ;
Dietze, H. ;
Lewis, S. E. ;
Mungall, C. J. ;
Munoz-Torres, M. C. ;
Feuermann, M. ;
Gaudet, P. ;
Basu, S. ;
Chisholm, R. L. ;
Dodson, R. J. ;
Fey, P. ;
Mi, H. ;
Thomas, P. D. ;
Muruganujan, A. ;
Poudel, S. ;
Hu, J. C. ;
Aleksander, S. A. ;
McIntosh, B. K. ;
Renfro, D. P. ;
Siegele, D. A. ;
Attrill, H. ;
Brown, N. H. ;
Tweedie, S. ;
Lomax, J. ;
Osumi-Sutherland, D. ;
Parkinson, H. ;
Roncaglia, P. ;
Lovering, R. C. ;
Talmud, P. J. ;
Humphries, S. E. ;
Denny, P. ;
Campbell, N. H. ;
Foulger, R. E. ;
Chibucos, M. C. ;
Giglio, M. Gwinn ;
Chang, H. Y. ;
Finn, R. .
NUCLEIC ACIDS RESEARCH, 2015, 43 (D1) :D1049-D1056
[4]   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
[5]   Web-TCGA: an online platform for integrated analysis of molecular cancer data sets [J].
Deng, Mario ;
Braegelmann, Johannes ;
Schultze, Joachim L. ;
Perner, Sven .
BMC BIOINFORMATICS, 2016, 17
[6]   Cell-ECM Interactions in Tumor Invasion [J].
He, Xiuxiu ;
Lee, Byoungkoo ;
Jiang, Yi .
SYSTEMS BIOLOGY OF TUMOR MICROENVIRONMENT: QUANTITATIVE MODELING AND SIMULATIONS, 2016, 936 :73-91
[7]   Base changes in tumour DNA have the power to reveal the causes and evolution of cancer [J].
Hollstein, M. ;
Alexandrov, L. B. ;
Wild, C. P. ;
Ardin, M. ;
Zavadil, J. .
ONCOGENE, 2017, 36 (02) :158-167
[8]   Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources [J].
Huang, Da Wei ;
Sherman, Brad T. ;
Lempicki, Richard A. .
NATURE PROTOCOLS, 2009, 4 (01) :44-57
[9]  
Isaacsson Velho Pedro Henrique, 2015, Am Soc Clin Oncol Educ Book, P123, DOI 10.14694/EdBook_AM.2015.35.123
[10]  
Jemal A, 2011, CA-CANCER J CLIN, V61, P134, DOI [10.3322/caac.20115, 10.3322/caac.21492, 10.3322/caac.20107]