Related Experiment Video
Updated: Sep 16, 2025

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Sample Preparation to Bioinformatics Analysis of DNA Methylation: Association Strategy for Obesity and Related Trait Studies
Published on: May 6, 2022
4.7K
Scalable screening of ternary-code DNA methylation dynamics associated with human traits
David C Goldberg1, Cameron Cloud1, Sol Moe Lee1
1Center for Computational and Genomic Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.
Cell Genomics
|July 4, 2025
Summary
Epigenome-wide association studies (EWASs) now include DNA modifications like 5-hydroxymethylcytosine (5hmC) using the new methylation screening array (MSA). This reveals 5hmC’s role in human traits, epigenetic clocks, and aging dynamics.
Area of Science:
- Epigenetics and Genomics
- Human Trait Association
- Biomarker Discovery
Background:
- Epigenome-wide association studies (EWASs) are crucial for understanding epigenetics in complex human traits.
- Current methods may not fully capture the complexity of DNA modifications.
- Integrating diverse methylation signatures is needed for comprehensive analysis.
Purpose of the Study:
- To introduce a novel tool, the methylation screening array (MSA), for scalable screening of DNA cytosine modifications.
- To investigate the role of 5-hydroxymethylcytosine (5hmC) alongside 5-methylcytosine (5mC) in human traits and epigenetic clocks.
- To explore cell-type-specific epigenetic regulation and aging dynamics.
Main Methods:
- Development and application of the methylation screening array (MSA) for profiling DNA methylations (5mC, 5hmC, unmodified cytosine).
- Integration of EWASs with cell-type-linked methylation signatures.
- Comparative analysis of EWAS and genome-wide association study (GWAS) hits within specific cell-type contexts.
Main Results:
- The MSA enables quantitative screening of trait-associated DNA modifications in large populations.
- 5hmC plays a significant role in mediating human trait associations and epigenetic clocks, complementing 5mC.
- Identified shared and tissue-specific 5hmC aging dynamics and methylation changes.
Conclusions:
- The MSA is a powerful tool for advancing EWAS research and understanding epigenetic regulation.
- 5hmC is a critical epigenetic mark with previously unappreciated roles in human health and disease.
- Findings provide a comprehensive landscape of cytosine modifications in human tissues, impacting aging and disease research.

