Specific DNA methylation markers in the diagnosis and prognosis of esophageal cancer

被引:44
|
作者
Li, DaPeng [1 ]
Zhang, Lei [1 ]
Liu, YuPeng [1 ]
Sun, HongRu [1 ]
Onwuka, Justina Ucheojor [1 ]
Zhao, ZhiGang [2 ]
Tian, WenJing [1 ]
Xu, Jing [1 ]
Zhao, YaShuang [1 ]
Xu, HongYu [3 ]
机构
[1] Harbin Med Univ, Publ Hlth Sch, Dept Epidemiol, Harbin 150081, Heilongjiang, Peoples R China
[2] Harbin Med Univ, Affiliated Hosp 1, Dept Otorhinolaryngol Head & Neck Surg, Harbin 150001, Heilongjiang, Peoples R China
[3] Harbin Med Univ, Affiliated Hosp 1, Dept Gastroenterol, Harbin 150001, Heilongjiang, Peoples R China
来源
AGING-US | 2019年 / 11卷 / 23期
关键词
DNA methylation; biomarker; Barrett's esophagus; esophageal cancer; LASSO; GENOMIC CHARACTERIZATION; BARRETTS-ESOPHAGUS; EPIDEMIOLOGY; EVOLUTION; PATTERNS; APC; MCC;
D O I
10.18632/aging.102569
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
The early diagnosis and accurate prognosis prediction of esophageal cancer is an essential part of improving survival. However, these diseases lack effective and specific markers. A total of 1,744 samples of HumanMethylation450 data were integrated to identify and validate specific methylation markers for esophageal adenocarcinoma (EAC) and esophageal squamous cell carcinoma (ESCC) as well as for Barrett's esophagus (BE) using The Cancer Genome Atlas and the Gene Expression Omnibus. The diagnostic and prognostic methylation classifiers were constructed by moderated t-statistics and the least absolute shrinkage and selection operator method. The diagnostic methylation classifier using 12 CpG sites was constructed in training set (377 samples) that could effectively discriminate samples of BE, EAC, and ESCC from normal tissue (AUC = 0.992), which achieved highly predictive ability in both internal (187 samples, AUC = 0.990) and external validation (184 samples, AUC = 0.978). The prognostic methylation classifier with 3 CpG and 2 CpG sites for EAC and ESCC respectively, could accurately estimate the prognosis of an individual patient and improved the predictive ability of the tumor node metastasis staging system. Overall, our study systematically analyzed large-scale methylation data and provided promising markers for the diagnosis and prognosis of esophageal cancer.
引用
收藏
页码:11640 / 11658
页数:19
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