MethMarkerDB: a comprehensive cancer DNA methylation biomarker database

被引:5
|
作者
Zhu, Zhixian [1 ,2 ]
Zhou, Qiangwei [1 ,2 ]
Sun, Yuanhui [1 ,2 ]
Lai, Fuming [1 ,2 ]
Wang, Zhenji [1 ,2 ]
Hao, Zhigang [1 ,2 ]
Li, Guoliang [1 ,2 ]
机构
[1] Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Hubei Hongshan Lab, Wuhan 430070, Peoples R China
[2] Huazhong Agr Univ, Hubei Engn Technol Res Ctr Agr Big Data, 3D Genom Res Ctr, Agr Bioinformat Key Lab Hubei Prov,Coll Informat,K, Wuhan 430070, Peoples R China
关键词
PROMOTER METHYLATION; MOLECULAR-DETECTION; PROSTATE-CANCER; PROGNOSIS; UPDATE; METASTASIS; ANNOTATION; ENHANCERS; DIAGNOSIS; ARCHIVE;
D O I
10.1093/nar/gkad923
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
DNA methylation plays a crucial role in tumorigenesis and tumor progression, sparking substantial interest in the clinical applications of cancer DNA methylation biomarkers. Cancer-related whole-genome bisulfite sequencing (WGBS) data offers a promising approach to precisely identify these biomarkers with differentially methylated regions (DMRs). However, currently there is no dedicated resource for cancer DNA methylation biomarkers with WGBS data. Here, we developed a comprehensive cancer DNA methylation biomarker database (MethMarkerDB, https://methmarkerdb.hzau.edu.cn/), which integrated 658 WGBS datasets, incorporating 724 curated DNA methylation biomarker genes from 1425 PubMed published articles. Based on WGBS data, we documented 5.4 million DMRs from 13 common types of cancer as candidate DNA methylation biomarkers. We provided search and annotation functions for these DMRs with different resources, such as enhancers and SNPs, and developed diagnostic and prognostic models for further biomarker evaluation. With the database, we not only identified known DNA methylation biomarkers, but also identified 781 hypermethylated and 5245 hypomethylated pan-cancer DMRs, corresponding to 693 and 2172 genes, respectively. These novel potential pan-cancer DNA methylation biomarkers hold significant clinical translational value. We hope that MethMarkerDB will help identify novel cancer DNA methylation biomarkers and propel the clinical application of these biomarkers. Graphical Abstract
引用
收藏
页码:D1380 / D1392
页数:13
相关论文
共 50 条
  • [21] Human Papillomavirus DNA Methylation as a Potential Biomarker for Cervical Cancer
    Clarke, Megan A.
    Wentzensen, Nicolas
    Mirabello, Lisa
    Ghosh, Arpita
    Wacholder, Sholom
    Harari, Ariana
    Lorincz, Attila
    Schiffman, Mark
    Burk, Robert D.
    CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2012, 21 (12) : 2125 - 2137
  • [22] DNA methylation as a universal biomarker
    Levenson, Victor V.
    EXPERT REVIEW OF MOLECULAR DIAGNOSTICS, 2010, 10 (04) : 481 - 488
  • [23] DNA Methylation as a Biomarker for Preeclampsia
    Anderson, Cindy M.
    Ralph, Jody L.
    Wright, Michelle L.
    Linggi, Bryan
    Ohm, Joyce E.
    BIOLOGICAL RESEARCH FOR NURSING, 2014, 16 (04) : 409 - 420
  • [24] MethHC: a database of DNA methylation and gene expression in human cancer
    Huang, Wei-Yun
    Hsu, Sheng-Da
    Huang, Hsi-Yuan
    Sun, Yi-Ming
    Chou, Chih-Hung
    Weng, Shun-Long
    Huang, Hsien-Da
    NUCLEIC ACIDS RESEARCH, 2015, 43 (D1) : D856 - D861
  • [25] Lung Cancer Biomarker Database (LCBD): a comprehensive and curated repository of lung cancer biomarkers
    Li, Yinghong
    Tong, Zhuohao
    Yang, Yinqi
    Wang, Yu
    Wen, Lu
    Li, Yuke
    Bai, Mingze
    Xie, Yongfang
    Li, Bo
    Shu, Kunxian
    BMC CANCER, 2025, 25 (01)
  • [26] Comprehensive DNA methylation analysis for prediction of prostate cancer progression
    Vanaja, Donkena Krishna
    Klee, George
    Jenkins, Robert
    Cheville, John
    Sebo, Thomas
    Tindall, Donald
    Young, Charles
    CANCER RESEARCH, 2009, 69
  • [27] Comprehensive profiling of DNA methylation in Korean patients with colorectal cancer
    Shim, Hyeran
    Jang, Kiwon
    Bang, Yeong Hak
    Chu, Hoang Bao Khanh
    Kang, Jisun
    Lee, Jin-Young
    Cho, Sheehyun
    Lee, Hong Seok
    Jeon, Jongbum
    Hwang, Taeyeon
    Joe, Soobok
    Lim, Jinyeong
    Choi, Ji-Hye
    Joo, Eun Hye
    Park, Kyunghee
    Moon, Ji Hwan
    Han, Kyung Yeon
    Hong, Yourae
    Lee, Woo Yong
    Kim, Hee Cheol
    Yun, Seong Hyeon
    Cho, Yong Beom
    Park, Yoon Ah
    Huh, Jung Wook
    Shin, Jung Kyong
    Pyo, Dae Hee
    Hong, Hyekyung
    Lee, Hae-Ock
    Park, Woong-Yang
    Yang, Jin Ok
    Kim, Young-Joon
    BMB REPORTS, 2024, 57 (02) : 110 - 115
  • [28] DNA Methylation in Peripheral Blood: A Potential Biomarker for Cancer Molecular Epidemiology
    Li, Lian
    Choi, Ji-Yeob
    Lee, Kyoung-Mu
    Sung, Hyuna
    Park, Sue K.
    Oze, Isao
    Pan, Kai-Feng
    You, Wei-Cheng
    Chen, Ying-Xuan
    Fang, Jing-Yuan
    Matsuo, Keitaro
    Kim, Woo Ho
    Yuasa, Yasuhito
    Kang, Daehee
    JOURNAL OF EPIDEMIOLOGY, 2012, 22 (05) : 384 - 394
  • [29] DNA methylation in rectal cancer: A new diagnostic and prognostic biomarker panel
    Exner, R.
    Pulverer, W.
    Wolf, B.
    Bergmann, M.
    Weinhaeusel, A.
    Egger, G.
    EUROPEAN JOURNAL OF CANCER, 2015, 51 : S399 - S399
  • [30] DNA Methylation as a Diagnostic, Prognostic, and Predictive Biomarker in Head and Neck Cancer
    Liouta, Galateia
    Adamaki, Maria
    Tsintarakis, Antonis
    Zoumpourlis, Panagiotis
    Liouta, Anastasia
    Agelaki, Sofia
    Zoumpourlis, Vassilis
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2023, 24 (03)