Identification of Differentially Expressed Genes Induced by Aberrant Methylation in Oral Squamous Cell Carcinomas Using Integrated Bioinformatic Analysis

被引:29
作者
Zhang, Xiaoqi [1 ]
Feng, Hao [1 ]
Li, Dongfang [1 ]
Liu, Shanshan [1 ]
Amizuka, Norio [2 ]
Li, Minqi [1 ]
机构
[1] Shandong Univ, Sch Stomatol, Dept Bone Metab, Shandong Prov Key Lab Oral Tissue Regenerat, Jinan 250012, Shandong, Peoples R China
[2] Hokkaido Univ, Grad Sch Dent Med, Dept Dev Biol Hard Tissue, Sapporo, Hokkaido 0608586, Japan
来源
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES | 2018年 / 19卷 / 06期
关键词
oral; squamous cell carcinoma; bioinformatics; methylation; differentially expressed genes; POOR-PROGNOSIS; COLORECTAL-CANCER; BREAST-CANCER; NECK-CANCER; IN-VIVO; HEAD; INVASION; PATHWAY; ABL2; GPX3;
D O I
10.3390/ijms19061698
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Oral squamous cell carcinoma (OSCC) is a malignant disease. Methylation plays a key role in the etiology and pathogenesis of OSCC. The goal of this study was to identify aberrantly methylated differentially expressed genes (DEGs) in OSCCs, and to explore the underlying mechanisms of tumorigenesis by using integrated bioinformatic analysis. Gene expression profiles (GSE30784 and GSE38532) were analyzed using the R software to obtain aberrantly methylated DEGs. Functional enrichment analysis of screened genes was performed using the DAVID software. Protein-protein interaction (PPI) networks were constructed using the STRING database. The cBioPortal software was used to exhibit the alterations of genes. Lastly, we validated the results with the Cancer Genome Atlas (TCGA) data. Twenty-eight upregulated hypomethylated genes and 24 downregulated hypermethylated genes were identified. These genes were enriched in the biological process of regulation in immune response, and were mainly involved in the PI3K-AKT and EMT pathways. Additionally, three upregulated hypomethylated oncogenes and four downregulated hypermethylated tumor suppressor genes (TSGs) were identified. In conclusion, our study indicated possible aberrantly methylated DEGs and pathways in OSCCs, which could improve the understanding of the underlying molecular mechanisms. Aberrantly methylated oncogenes and TSGs may also serve as biomarkers and therapeutic targets for the precise diagnosis and treatment of OSCCs in the future.
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页数:15
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共 42 条
  • [1] Promoter CpG Island Hypermethylation of the DNA Repair Enzyme MGMT Predicts Clinical Response to Dacarbazine in a Phase II Study for Metastatic Colorectal Cancer
    Amatu, Alessio
    Sartore-Bianchi, Andrea
    Moutinho, Catia
    Belotti, Alessandro
    Bencardino, Katia
    Chirico, Giuseppe
    Cassingena, Andrea
    Rusconi, Francesca
    Esposito, Anna
    Nichelatti, Michele
    Esteller, Manel
    Siena, Salvatore
    [J]. CLINICAL CANCER RESEARCH, 2013, 19 (08) : 2265 - 2272
  • [2] PTEN/PI3K/Akt Pathway Regulates the Side Population Phenotype and ABCG2 Activity in Glioma Tumor Stem-like Cells
    Bleau, Anne-Marie
    Hambardzumyan, Dolores
    Ozawa, Tatsuya
    Fomchenko, Elena I.
    Huse, Jason T.
    Brennan, Cameron W.
    Holland, Eric C.
    [J]. CELL STEM CELL, 2009, 4 (03) : 226 - 235
  • [3] The PTEN/PI3K/AKT signalling pathway in cancer, therapeutic implications
    Carnero, Amancio
    Blanco-Aparicio, Carmen
    Renner, Oliver
    Link, Wolfgang
    Leal, Juan F. M.
    [J]. CURRENT CANCER DRUG TARGETS, 2008, 8 (03) : 187 - 198
  • [4] THE HUMAN GLUTATHIONE-PEROXIDASE GENES GPX2, GPX3, AND GPX4 MAP TO CHROMOSOME-14, CHROMOSOME-5, AND CHROMOSOME-19, RESPECTIVELY
    CHU, FF
    [J]. CYTOGENETICS AND CELL GENETICS, 1994, 66 (02): : 96 - 98
  • [5] Paradoxical roles of the immune system during cancer development
    de Visser, KE
    Eichten, A
    Coussens, LM
    [J]. NATURE REVIEWS CANCER, 2006, 6 (01) : 24 - 37
  • [6] Identification of guanine nucleotide-binding protein γ-7 as an epigenetically silenced gene in head and neck cancer by gene expression profiling
    Demokan, Semra
    Chuang, Alice Y.
    Chang, Xiaofei
    Khan, Tanbir
    Smith, Ian M.
    Pattani, Kavita M.
    Dasgupta, Santanu
    Begum, Shahnaz
    Khan, Zubair
    Liegeois, Nanette J.
    Westra, William H.
    Sidransky, David
    Koch, Wayne
    Califano, Joseph A.
    [J]. INTERNATIONAL JOURNAL OF ONCOLOGY, 2013, 42 (04) : 1427 - 1436
  • [7] Draht MXG, 2012, EPIGENOMICS-UK, V4, P179, DOI [10.2217/EPI.12.9, 10.2217/epi.12.9]
  • [8] Eleftheriadou A, 2006, ANTICANCER RES, V26, P2345
  • [9] Genome-wide DNA methylation assay reveals novel candidate biomarker genes in cervical cancer
    Farkas, Sanja A.
    Milutin-Gasperov, Nina
    Grce, Magdalena
    Nilsson, Torbjorn K.
    [J]. EPIGENETICS, 2013, 8 (11) : 1213 - 1225
  • [10] Arg/Abl2 promotes invasion and attenuates proliferation of breast cancer in vivo
    Gil-Henn, H.
    Patsialou, A.
    Wang, Y.
    Warren, M. S.
    Condeelis, J. S.
    Koleske, A. J.
    [J]. ONCOGENE, 2013, 32 (21) : 2622 - 2630