Systematic analysis of differentially methylated expressed genes and site-specific methylation as potential prognostic markers in head and neck cancer

被引:22
作者
Bai, Guohui [1 ,2 ]
Song, Jukun [3 ]
Yuan, Yiwen [4 ]
Chen, Zhu [5 ]
Tian, Yuan [6 ]
Yin, Xinhai [3 ]
Niu, Yuming [7 ,8 ]
Liu, Jianguo [1 ,2 ]
机构
[1] Zunyi Med Univ, Zunyi, Guizhou, Peoples R China
[2] Zunyi Med Univ, Stomatol Hosp, Special Key Lab Oral Dis Res, Zunyi, Guizhou, Peoples R China
[3] Guizhou Prov Peoples Hosp, Dept Oral & Maxillofacial Surg, Guiyang, Guizhou, Peoples R China
[4] Guizhou Med Univeris, Guiyang, Guizhou, Peoples R China
[5] Guiyang Hosp Stomatol, Guiyang, Guizhou, Peoples R China
[6] Zunyi Med Univ, Stomatol Colledge, Zunyi, Guizhou, Peoples R China
[7] Hubei Univ Med, Taihe Hosp, Dept Stomatol, 32 South Renmin Rd, Shiyan 442000, Peoples R China
[8] Hubei Univ Med, Taihe Hosp, Ctr Evidence Based Med & Clin Res, 32 South Renmin Rd, Shiyan 442000, Peoples R China
关键词
Cox regression analysis; differentially methylated genes; DNA methylation; gene set enrichment analysis; head and neck cancer; hypermethylation; hypomethylation; Kaplan-Meier survival curve; The Cancer Genome Atlas; MESSENGER-RNA EXPRESSION; ABERRANT DNA METHYLATION; SQUAMOUS-CELL CARCINOMA; IDENTIFICATION; PROMOTER; STATISTICS; SIGNATURE; BIOMARKER; PACKAGE;
D O I
10.1002/jcp.28835
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Head and neck cancer (HNC) remains one of the most malignant tumors with a significantly high mortality. DNA methylation exerts a vital role in the prognosis of HNC. In this study, we try to screen abnormal differentialmethylation genes (DMGs) and pathways in Head-Neck Squamous Cell Carcinoma via integral bioinformatics analysis. Data of gene expression microarrays and gene methylation microarrays were obtained from the Cancer Genome Atlas database. AberrantDMGs were identified by the R Limma package. We conducted the Cox regression analysis to select the prognostic aberrant DMGs and site-specific methylation. Five aberrant DMGs were recognized that significantly correlated with overall survival. The prognostic model was constructed based on five DMGs (PAX9, STK33, GPR150, INSM1, and EPHX3). The five DMG models acted as prognostic biomarkers for HNC. The area under the curve based on the five DMGs predicting 5-year survival is 0.665. Moreover, the correlation between the DMGs/site-specific methylation and gene expression was also explored. The findings demonstrated that the five DMGs can be used as independent prognostic biomarkers for predicting the prognosis of patients with HNC. Our study might lay the groundwork for further mechanismexploration in HNC and may help identify diagnostic biomarkers for early stage HNC.
引用
收藏
页码:22687 / 22702
页数:16
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