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

被引:45
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
相关论文
共 35 条
  • [1] Epidemiology of Esophageal Squamous Cell Carcinoma
    Abnet, Christian C.
    Arnold, Melina
    Wei, Wen-Qiang
    [J]. GASTROENTEROLOGY, 2018, 154 (02) : 360 - 373
  • [2] LOSS OF HETEROZYGOSITY INVOLVING THE APC AND MCC GENETIC-LOCI OCCURS IN THE MAJORITY OF HUMAN ESOPHAGEAL CANCERS
    BOYNTON, RF
    BLOUNT, PL
    YIN, J
    BROWN, VL
    HUANG, Y
    TONG, Y
    MCDANIEL, T
    NEWKIRK, C
    RESAU, JH
    RASKIND, WH
    HAGGITT, RC
    REID, BJ
    MELTZER, SJ
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1992, 89 (08) : 3385 - 3388
  • [3] Methylation panel is a diagnostic biomarker for Barrett's oesophagus in endoscopic biopsies and non-endoscopic cytology specimens
    Chettouh, Hamza
    Mowforth, Oliver
    Galeano-Dalmau, Nuria
    Bezawada, Navya
    Ross-Innes, Caryn
    MacRae, Shona
    Debiram-Beecham, Irene
    O'Donovan, Maria
    Fitzgerald, Rebecca C.
    [J]. GUT, 2018, 67 (11) : 1942 - 1949
  • [4] The Epidemiology of Esophageal Adenocarcinoma
    Coleman, Helen G.
    Xie, Shao-Hua
    Lagergren, Jesper
    [J]. GASTROENTEROLOGY, 2018, 154 (02) : 390 - 405
  • [5] Methylation in cell-free DNA for early cancer detection
    de la Cruz, F. Fece
    Corcoran, R. B.
    [J]. ANNALS OF ONCOLOGY, 2018, 29 (06) : 1351 - 1353
  • [6] Dilworth M, 2014, EUROPEAN J SURG ONCO, V40, pS24, DOI [10.1016/j.ejso.2014.08.036, DOI 10.1016/J.EJSO.2014.08.036]
  • [7] Estimating the global cancer incidence and mortality in 2018: GLOBOCAN sources and methods
    Ferlay, J.
    Colombet, M.
    Soerjomataram, I.
    Mathers, C.
    Parkin, D. M.
    Pineros, M.
    Znaor, A.
    Bray, F.
    [J]. INTERNATIONAL JOURNAL OF CANCER, 2019, 144 (08) : 1941 - 1953
  • [8] Spatial intratumoral heterogeneity and temporal clonal evolution in esophageal squamous cell carcinoma
    Hao, Jia-Jie
    Lin, De-Chen
    Dinh, Huy Q.
    Mayakonda, Anand
    Jiang, Yan-Yi
    Chang, Chen
    Jiang, Ye
    Lu, Chen-Chen
    Shi, Zhi-Zhou
    Xu, Xin
    Zhang, Yu
    Cai, Yan
    Wang, Jin-Wu
    Zhan, Qi-Min
    Wei, Wen-Qiang
    Berrnan, Benjamin P.
    Wang, Ming-Rong
    Koeffler, H. Phillip
    [J]. NATURE GENETICS, 2016, 48 (12) : 1500 - 1507
  • [9] DNA methylation markers for diagnosis and prognosis of common cancers
    Hao, Xiaoke
    Luo, Huiyan
    Krawczyk, Michal
    Wei, Wei
    Wang, Wenqiu
    Wang, Juan
    Flagg, Ken
    Hou, Jiayi
    Zhang, Heng
    Yi, Shaohua
    Jafari, Maryam
    Lin, Danni
    Chung, Christopher
    Caughey, Bennett A.
    Li, Gen
    Dhar, Debanjan
    Shi, William
    Zheng, Lianghong
    Hou, Rui
    Zhu, Jie
    Zhao, Liang
    Fu, Xin
    Zhang, Edward
    Zhang, Charlotte
    Zhu, Jian-Kang
    Karin, Michael
    Xu, Rui-Hua
    Zhang, Kang
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 114 (28) : 7414 - 7419
  • [10] High expression of TACC3 in esophageal squamous cell carcinoma correlates with poor prognosis
    Huang, Zhi-Liang
    Lin, Zhi-Rui
    Xiao, Yi-Ren
    Cao, Xun
    Zhu, Lin-Chun
    Zeng, Mu-Sheng
    Zhong, Qian
    Wen, Zhe-Sheng
    [J]. ONCOTARGET, 2015, 6 (09) : 6850 - 6861