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Publications

Papers & preprints

Peer-reviewed papers and preprints from the Higgins-Chen Lab that underpin the POLARIS platform — the methods behind our aging-biomarker models and CpG-level annotation, the systematic benchmarking of epigenetic clocks, and the datasets and DNA-methylation biology they build on.

Just publishedNature Medicine · 2026TranslAGE

Raghav Sehgal, Daniel Borrus, Jenel F. Armstrong, John Gonzalez, Jessica Kasamoto, Yaroslav Markov, Ahana Priyanka, Ryan Smith, Natàlia Carreras-Gallo, Jessica Lasky-Su, Varun B. Dwaraka, Michael J. Corley, Albert Higgins-Chen

Before an epigenetic clock can serve as a surrogate endpoint in a trial, it has to actually move when an intervention works. We harmonized 51 longitudinal interventional studies into a single database and computed the same panel of biomarkers across all of them — showing which clocks respond, to which interventions, and under which study designs.

Interventional studies
51Interventional studies
Epigenetic clocks
16Epigenetic clocks
Other DNAm biomarkers
94Other DNAm biomarkers
First page of Responsiveness of epigenetic aging biomarkers to longevity interventions in humans

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