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Characterization of a prognostic four-gene methylation signature associated with radiotherapy for head and neck squamous cell carcinoma

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机构: [1]Department of Radiation Oncology, Sichuan Cancer Hospital, Chengdu, Sichuan 610041, P.R. China
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关键词: HNSCC DNA methylation prognostic signature radiotherapy WGCNA

摘要:
Head and neck squamous cell carcinoma (HNSCC) remains one of the most common malignancies associated with poor prognosis. DNA methylation has emerged as an important mechanism underlying the radio-resistance of tumors. Prognostic biomarkers based on radiotherapy-related aberrant DNA methylation are limited. Methylation profiles of 388 patients with HNSCC were acquired from The Cancer Genome Atlas (TCGA) portal. Genes with differentially methylated CpG sites (DMGs) were screened between patients with a favorable and poor prognosis with or without radiotherapy. A weight gene co-methylation network was constructed using a Weighted Gene Co-expression Network Analysis (WGCNA) package. A lasso Cox-PH model was used to identify the optimal panel of genes with the ability to predict survival in these patients. Prognostic performance of the multi-gene methylation signature was assessed in a training set and confirmed in a validation set. A total of 976 DMGs were observed between favorable and poor prognostic samples. Four DMG-enriched co-methylation modules were identified. A four-gene methylation signature was determined by the lasso Cox-PH model that consisted of ZNF10, TMPRSS12, ERGIC2, and RNF215. The risk score based on the four-gene signature was able to divide the training or validation set into two risk groups with significantly different overall survival. Thus, the present study revealed a radiotherapy-related four-gene methylation signature to predict survival outcomes of patients with HNSCC, providing candidate therapeutic targets for novel therapy against HNSCC. However, substantial validation experiments are required.

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出版当年[2019]版:
大类 | 4 区 医学
小类 | 4 区 肿瘤学 4 区 医学:研究与实验
最新[2023]版:
大类 | 3 区 医学
小类 | 4 区 医学:研究与实验 4 区 肿瘤学
JCR分区:
出版当年[2019]版:
Q3 MEDICINE, RESEARCH & EXPERIMENTAL Q4 ONCOLOGY
最新[2023]版:
Q2 MEDICINE, RESEARCH & EXPERIMENTAL Q2 ONCOLOGY

影响因子: 最新[2023版] 最新五年平均 出版当年[2019版] 出版当年五年平均 出版前一年[2018版] 出版后一年[2020版]

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第一作者机构: [1]Department of Radiation Oncology, Sichuan Cancer Hospital, Chengdu, Sichuan 610041, P.R. China
通讯作者:
通讯机构: [1]Department of Radiation Oncology, Sichuan Cancer Hospital, Chengdu, Sichuan 610041, P.R. China [*1]Department of Radiation Oncology, Sichuan Cancer Hospital, 55, Section 4 of South Renmin Road, Chengdu, Sichuan 610041, P.R. China
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