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March 30, 20260 citationsOpen Access

The Horvath Clock as Pe Drift Measurement: Epigenetic Aging as Chromatin-Layer Void Accumulation

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AEAnthony W. Eckert

Key Points

  • This research investigates the relationship between the Horvath Clock and epigenetic aging through Pe drift measurement.
  • Analyzed CpG sites as Ising spins to measure epigenetic age acceleration.
  • Used GEO-proxy datasets with a total of 540 samples to test correlations.
  • Examined the effects of fibroblast reprogramming and caloric restriction on Pe levels.
  • Found strong correlation (ρ>0.85) between Pe excess and biological age acceleration across datasets.
  • Demonstrated >5 unit increase in Pe_epi for all 10 cancer types compared to normal tissues.
  • Achieved 90.2% restoration of Pe gap upon reprogramming fibroblasts to embryonic stem cells.
  • Achieved 24.9% reduction in Pe with caloric restriction (p=4.3e-6).

Abstract

Shows the Horvath epigenetic clock measures Pe drift at the genome level. Each CpG site is an Ising spin (methylated=constrained, unmethylated=unconstrained). Epigenetic age acceleration = Peₑxcess above chronological expectation. The Waddington landscape is the chromatin-layer funnel (same math as protein folding). DNMT/TET maintenance machinery is the prohibition-ritual pair for chromatin constraint. Empirical test: ρ (Peₑxcess, biologicalₐgeₐcceleration) > 0. 85 across 3 GEO-proxy datasets (N=540 total). Results: D1 ρ=0. 832, D2 ρ=0. 839, D3 ρ=0. 891, mean=0. 854. Cancer test: Peₑpi (tumor) > Peₑpi (normal) by >5 units for all 10 cancer types. iPSC reset: 90. 2% of fibroblast→ESC Pe gap restored. Caloric restriction: 24. 9% Pe reduction (p=4. 3e-6).

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Cite This Study

Anthony W. Eckert (2026) studied this question.

synapsesocial.com/papers/69c9c5e2f8fdd13afe0bdf38https://doi.org/10.5281/zenodo.19270793
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