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TranslAGE: A Comprehensive Platform for Systematic Validation of Epigenetic Aging Biomarkers.
Daniel S Borrus1, Raghav Sehgal1, Jenel F Armstrong2
1Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA.
Biorxiv : the Preprint Server for Biology
|November 24, 2025
Summary
TranslAGE offers a standardized framework for evaluating epigenetic clocks, which are biomarkers of biological aging. This resource harmonizes data and provides tools to benchmark these biomarkers for clinical applications.
Area of Science:
- Biomarkers of aging
- Epigenetics
- Computational biology
Background:
- Epigenetic clocks are key biomarkers for biological aging, but their performance varies.
- Existing research is limited by data silos, inconsistent validation, and lack of standardization.
Purpose of the Study:
- Introduce TranslAGE, a novel online resource for harmonizing and benchmarking epigenetic aging biomarkers.
- Provide a standardized, reproducible framework for evaluating biomarker performance.
Main Methods:
- Harmonized 179 human blood DNA methylation datasets (>42,000 samples).
- Precalculated 41 epigenetic biomarker scores.
- Developed interactive dashboards based on the STAR framework (Stability, Treatment response, Associations, Risk).
Main Results:
- TranslAGE enables systematic evaluation of epigenetic biomarkers across four key performance domains.
- The STAR framework provides a composite score for biomarker identification and validation.
- The resource facilitates benchmarking of biomarkers for diverse scientific and clinical applications.
Conclusions:
- TranslAGE establishes the first standardized framework for epigenetic aging biomarker evaluation.
- This resource accelerates the translation of epigenetic clocks toward clinical use.
- TranslAGE will be continuously updated with new data and analyses.
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