Epigenetic biological age

integrated efficiency deficit is associated with epigenetic biological age in silico.

“demonstrates that biological age — asmeasured by the epigenetic clock — is a function of the integratedefficiency deficit.”

In silicoScale Geometry mathematical framework

THE CLOCK - The Epigenetic Clock. The Mathematics of Biological Time. How Your Body Measures Age and How Scale Geometry Says We Can Reset It

Zenodo (CERN European Organization for Nuclear Research)·27 Mar 2026Preprint

Epigenetic biological age predicts survival outcomes in humans (Less than 1.2% of survival outcomes explained).

“It explains less than 1.2% of survival outcomes.”

ReviewInterpretation of a reported 1.0-year biological-age difference associated with not having childrenfemales

The Statistical Ghost of Epigenetic Aging

Zenodo (CERN European Organization for Nuclear Research)·4 Jan 2026Preprint