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DOI:10.1093/nar/gkz840 - Corpus ID: 203659735
@article{Xiong2019EWASDH, title={EWAS Data Hub: a resource of DNA methylation array data and metadata}, author={Zhuang Xiong and Mengwei Li Campbell and Fei Yang and Yingke Ma and Jian Sang and Rujiao Li and Zhaohua Li and Zhang Zhang and Yīm{\'i}ng B{\`a}o}, journal={Nucleic Acids Research}, year={2019}, volume={48}, pages={D890 - D895}, url={https://api.semanticscholar.org/CorpusID:203659735}}
- Zhuang Xiong, M. Campbell, Yīmíng Bào
- Published in Nucleic Acids Res. 4 October 2019
- Biology, Computer Science
- Nucleic Acids Research
This work presents EWAS Data Hub, a resource for collecting and normalizing DNA methylation array data as well as archiving associated metadata that bears great promise to aid the retrieval and discovery of methylation-based biomarkers for phenotype characterization, clinical treatment and health care.
57 Citations
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Topics
EWAS Data Hub (opens in a new tab)EWAS Atlas (opens in a new tab)Epigenome-wide Association Studies (opens in a new tab)Metadata (opens in a new tab)Batch Effects (opens in a new tab)DNA Methylation (opens in a new tab)
57 Citations
- Zhuang XiongFei Yang Yīmíng Bào
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Computer Science, Biology
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Collectively, EWAS Open Platform provides open access to EWAS knowledge, data and toolkit and thus bears great utility for a broader range of relevant research.
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Biology, Computer Science
Nucleic Acids Res.
Abstract Single-cell bisulfite sequencing methods are widely used to assess epigenomic heterogeneity in cell states. Over the past few years, large amounts of data have been generated and facilitated…
- 15 [PDF]
- Sean K. MadenReid F. ThompsonK. HansenAbhinav Nellore
- 2020
Biology, Medicine
bioRxiv
Analysis of DNA methylation array samples found approximately two-thirds of samples were from blood, one-quarter were from brain, and one-third were from cancer patients; signal distributions across samples suggest modifying manufacturer-recommended thresholds for failure would make these assessments more informative.
- 12
- PDF
- Emily TangJ. Wiencke A. Molinaro
- 2022
Medicine, Biology
Clinical Epigenetics
An algorithm is developed that reproduces the DNA methylation glucocorticoid response score using 450K data, increasing the accessibility for researchers to assess this biomarker in archived or publicly available datasets that use the 450K version of the Illumina BeadChip array.
- 2
- PDF
- Brian H. ChenWanding Zhou
- 2024
Computer Science, Biology
bioRxiv
This work validated the tool by applying HM450-based cancer classifiers to EPICv2 cancer data, achieving high accuracy, and successfully integrated EPICv2 healthy tissue data with legacy HM450 data for tissue identity analysis and produced consistent copy number profiles in cancer cells.
- 1
- PDF
- K. SuhreS. Zaghlool
- 2021
Medicine, Biology
Journal of internal medicine
The association of DNA methylation of the AHRR and F2RL3 genes with smoking and a protein that is involved in the reprogramming of the bronchial epithelium show that associations between DNA methylated traits can open new windows into how the body copes with physiological challenges.
- 6
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- Jianmei ZhaoFengcui Qian Chunquan Li
- 2023
Biology, Medicine
Bioinform.
CanMethdb might help biologists perform in-depth studies of target gene regulations based on DNA methylations in cancer, computed through integrating abundant DNA methylation and gene expression profiles in diverse cancers.
- PDF
- A. SathyanarayananH. M. TanhaD. MehtaD. Nyholt
- 2022
Medicine, Biology
Communications Biology
Methylome-wide association studies identify genetically-influenced CpGs associated with breast and prostate cancer risk and (epi)genome-transcriptome mechanistic relationships, with lipid metabolism genes implicated as potential therapeutic targets.
- 2
- PDF
- J. FooxJ. Nordlund C. Mason
- 2020
Biology, Medicine
bioRxiv
A multi-platform assessment and a global resource for epigenetics research from the FDA’s Epigenomics Quality Control (EpiQC) Group is presented and can guide continued used of these reference materials in epigenomics assays, as well as provide best practices for epigenomics research and experimental design in future studies.
- 2
- Highly Influenced
- PDF
- J. FooxJ. Nordlund Christopher E. Mason
- 2021
Medicine, Biology
Genome biology
Overall high concordance between assays is found, but also differences in efficiency of read mapping, CpG capture, coverage, and platform performance, and variable performance across 26 microarray normalization algorithms are found.
- 1
- Highly Influenced
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41 References
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- 2019
Biology, Computer Science
Nucleic Acids Res.
Abstract Epigenome-Wide Association Study (EWAS) has become increasingly significant in identifying the associations between epigenetic variations and different biological traits. In this study, we…
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Biology, Computer Science
Nucleic Acids Res.
The first comprehensive EWAS database, EWASdb has been searched or downloaded by researchers from 43 countries to date and will become a valuable resource and significantly contribute to the epigenetic research of diseases/phenotypes and have potential clinical applications.
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Biology, Medicine
Nucleic Acids Res.
The first source of comprehensive brain methylome data, encompassing whole-genome DNA methylation profiles of human and mouse brain specimens that facilitate cross-species comparative epigenomic investigations, as well as investigations of schizophrenia and depression methylomes is provided.
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Biology, Medicine
Nucleic Acids Res.
To study interplay of DNA methylation, gene expression and cancer, a publicly accessible database for human DNA Methylation and Cancer is developed and a powerful search tool is developed to provide user-friendly access to all the data and data connections.
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Biology, Computer Science
Nucleic Acids Res.
The human disease methylation database (DiseaseMeth, http://bioinfo.hrbmu.edu.cn/diseasemeth/) is an interactive database that aims to present the most complete collection and annotation of aberrant…
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Biology, Medicine
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It is demonstrated that the 450K DNA methylation array can consistently and significantly detect CpG methylation changes in the H CT-116 colorectal cancer cell line in comparison with normal colon mucosa or HCT-116 cells with defective DNA methyltransferases (DKO).
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Biology, Environmental Science
Evidence is presented that chip-specific effects can simulate plausible differential methylation results and popular pathway analysis software developed for expression arrays can yield spurious results when used in tandem with methylation microarrays.
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Medicine, Biology
Nucleic Acids Res.
MethHC is presented, a database comprising a systematic integration of a large collection of DNA methylation data and mRNA/microRNA expression profiles in human cancer, which includes 18 human cancers in more than 6000 samples, 6548 microarrays and 12 567 RNA sequencing data.
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- Rujiao LiFang Liang Zhang Zhang
- 2018
Biology, Computer Science
Nucleic Acids Res.
An updated implementation of MethBank is presented by incorporating more DNA methylomes from multiple species and equipping with more enhanced functionalities for data annotation and more friendly web interfaces for data presentation, search and visualization.
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- B. LehneA. Drong J. Chambers
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Biology, Medicine
Genome Biology
A comprehensive analysis pipeline for epigenome-wide association studies (EWAS) using the Illumina Infinium HumanMethylation450 BeadChip is developed, enabling accurate identification of methylation quantitative trait loci for hypothesis driven follow-up experiments.
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