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Volume 4 Issue 2, February 2024

Causality-enriched epigenetic clocks

In this issue, Kejun Ying et al. identify CpGs that may be causally linked to aging-related traits using epigenome-wide Mendelian randomization. They develop the epigenetic clocks DamAge and AdaptAge, which track adverse and adaptive outcomes, respectively. The cover image conceptualizes the relationship between DNA methylation and the aging process as a cascade of dominoes that links the youthful individual with the old one. Each domino represents a key CpG site with a causal influence on aging undergoing methylation (denoted by the letter ‘M’). The falling of the dominoes embodies causal effects of these methylation events, suggesting a sequential impact on the progression of aging.

See Ying et al.

Image: Ying Fang, Independent Artist, and Kejun Ying, Harvard University. Cover design: Lauren Heslop

Comment & Opinion

  • The $101 million XPRIZE Healthspan is a 7-year global competition to catalyze the development of interventions to restore function lost to age-related decline of multiple organ systems in humans. Jamie Justice, executive director of the XPRIZE Healthspan competition, introduces the prize and invites the community to help to shape the first phase of the competition.

    • Jamie N. Justice
    World View

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Research Highlights

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News & Views

  • Ying et al. integrate Mendelian randomization into epigenetic clock making and pioneer a strategy to develop aging biomarkers with stronger causal ties to healthspan. They distinguish signs of aging-related molecular damage from responses to it that might signal resilience.

    • C. P. Ryan
    • D. W. Belsky
    News & Views
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Research Briefings

  • Using a data-driven proteomics strategy from a prospective community-based cohort with long-term follow-up, this study reports that plasma levels of glial fibrillary acidic protein (GFAP) can predict the risk of dementia, even 15 years before disease diagnosis. Our findings have important implications for early screening and interventions for dementia.

    Research Briefing
  • Tagmentation-based methylation sequencing (TIME-seq) is an efficient and cost-effective solution for measuring and generating epigenetic clocks. We applied TIME-seq to over 2,800 mouse and human DNA samples to produce clocks that demonstrate accuracy and robustness; the method also outperforms conventional methods in speed and cost. The simple and practical design of TIME-seq facilitates large-scale epigenetic clock analysis, which makes it a valuable tool for advancing aging research.

    Research Briefing
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