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Updated: May 4, 2026

Genome-Wide Analysis of DNA Methylation in Gastrointestinal Cancer
Published on: September 18, 2020
Marmal-aid--a database for Infinium HumanMethylation450.
Robert Lowe1, Vardhman K Rakyan
1The Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK. r.lowe@qmul.ac.uk.
Marmal-aid is a new database standardizing public DNA methylation data. It offers an R package and a GUI for easier access and analysis of Illumina HumanMethylation450 data.
Area of Science:
- Genomics
- Epigenetics
- Bioinformatics
Background:
- DNA methylation is crucial for human genome function and understanding its role in phenotypes.
- Publicly available DNA methylomic data is rapidly expanding, offering research opportunities.
- The Illumina HumanMethylation450 platform is widely used, but data access is challenging due to inconsistent annotation.
Purpose of the Study:
- To introduce Marmal-aid, the first standardized database for DNA methylation.
- To consolidate and re-process publicly available Illumina HumanMethylation450 data.
- To facilitate easier access and analysis of DNA methylation data for researchers.
Main Methods:
- Developed Marmal-aid, a centralized repository for Illumina HumanMethylation450 data.
- Incorporated data normalization and imputation of missing values.
- Provided two access methods: an R package for bioinformaticians and a graphical user interface (GUI) for biologists.
Main Results:
- Marmal-aid is the largest consolidated database of Illumina HumanMethylation450 data.
- The database uses a single, common annotation format for consistency.
- Offers automated data extraction via an R package and visualization tools via a GUI.
Conclusions:
- Marmal-aid simplifies access to and analysis of extensive DNA methylation data.
- It serves as a valuable reference for methylation states across 15 human tissues.
- The database supports integration into existing analysis pipelines and facilitates biological insights.
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