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Updated: Jun 24, 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
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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, PA, 19104, USA.
Biorxiv : the Preprint Server for Biology
|June 3, 2024
Summary
The Methylation Screening Array (MSA) reveals new insights into epigenetics, highlighting the role of 5-hydroxymethylcytosine (5hmC) alongside 5-methylcytosines (5mCs) in human traits and aging.
Area of Science:
- Epigenetics and Genomics
- Human Population Studies
- Molecular Biology
Background:
- Epigenome-wide association studies (EWAS) are crucial for understanding epigenetics in complex human traits.
- Existing technologies face limitations in scalability and the analysis of nuanced cytosine modifications.
Purpose of the Study:
- Introduce the Methylation Screening Array (MSA) for scalable, quantitative screening of trait associations.
- Integrate EWAS, single-cell, and cell-type-resolved methylome profiles.
- Investigate the roles of 5-hydroxymethylcytosine (5hmC) and 5-methylcytosines (5mCs) in human traits and aging.
Main Methods:
- Development and application of the Methylation Screening Array (MSA).
- Integration of EWAS, single-cell, and cell-type-resolved methylome data.
- Comprehensive human 5hmC aging EWAS analysis.
Main Results:
- MSA enables scalable screening of ternary-code cytosine modifications in diverse populations.
- Revealed a significant role for 5hmC in trait associations and epigenetic clocks.
- Demonstrated 5hmC and 5mC interplay in defining epigenetic identities and highlighted cell-type context for EWAS/GWAS.
- Identified tissue-invariant and tissue-specific aging dynamics, including distinct mitotic methylation rates.
Conclusions:
- MSA is a powerful platform for advancing epigenetics research in large human cohorts.
- 5hmC plays a critical, previously unappreciated role in human traits, cell identity, and aging.
- Understanding the interplay of 5hmC and 5mC is essential for comprehending health and disease.

