| { | |
| "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": 208, | |
| "citations_date": "2026-10-02", | |
| "clock_name": "yingadaptage", | |
| "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": 999, | |
| "notes": "Causality-enriched age predictor restricted to adaptive/protective age-related CpGs, with feature penalties weighted by EWMR causality scores.", | |
| "platform": [ | |
| "Illumina 450K" | |
| ], | |
| "population": "adults", | |
| "predicts": [ | |
| "adaptive epigenetic age" | |
| ], | |
| "research_only": null, | |
| "species": "Homo sapiens", | |
| "tissue": [ | |
| "whole blood" | |
| ], | |
| "training_target": [ | |
| "chronological age" | |
| ], | |
| "unit": [ | |
| "years" | |
| ], | |
| "version": "0.5.7", | |
| "year": 2024 | |
| } |