Back to search

Article

Cross-Tissue Epigenetic Age Prediction with Compact CpG Panels

2026-02-25

Abstract excerpt

<title>Abstract</title> <p>Epigenetic age estimators based on DNA methylation provide powerful biomarkers of aging, but most clocks are tissue‑specific and rely on large CpG panels. Here we develop compact, interpretable machine learning models that capture age‑related DNA methylation patterns in human brain and blood, and we evaluate their cross‑tissue behavior using public Illumina 450K datasets. Using frontal...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
f67a37b9-0973-5ba7-86fa-bc4096f88f76
DOI
10.21203/rs.3.rs-8928610/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Cross-Tissue Epigenetic Age Prediction with Compact CpG PanelsDOI 10.21203/rs.3.rs-8928610/v1
Select a neighboring publication to make it the new centre.