| { |
| "approved_by_author": "\u231b", |
| "citation": "Ying, K., Liu, H., Tarkhov, A.E. et al. Causality-enriched epigenetic age uncouples damage and adaptation. Nature Aging 4, 231\u2013246 (2024).", |
| "citations": 183, |
| "citations_date": "2026-07-05", |
| "clock_name": "yingdamage", |
| "data_type": "DNA methylation", |
| "doi": "https://doi.org/10.1038/s43587-023-00557-0", |
| "journal": "Nature Aging", |
| "last_author": "Vadim N. Gladyshev", |
| "model_type": "causality-weighted elastic net regression", |
| "n_features": 1089, |
| "notes": "Causality-enriched age predictor restricted to damaging age-related CpGs, with feature penalties weighted by EWMR causality scores.", |
| "platform": [ |
| "Illumina 450K" |
| ], |
| "population": "adults", |
| "predicts": [ |
| "damaging epigenetic age" |
| ], |
| "research_only": null, |
| "species": "Homo sapiens", |
| "tissue": [ |
| "whole blood" |
| ], |
| "training_target": [ |
| "chronological age" |
| ], |
| "unit": [ |
| "years" |
| ], |
| "version": "0.5.0", |
| "year": 2024 |
| } |
