metadata
license: mit
library_name: pyaging
tags:
- pyaging
- aging-clock
- biology
- dna-methylation
yingdamage
Causality-enriched age predictor restricted to damaging age-related CpGs, with feature penalties weighted by EWMR causality scores.
| Predicts | damaging epigenetic age |
| Species | Homo sapiens |
| Tissue | whole blood |
| Data type | DNA methylation |
| Model type | causality-weighted elastic net regression |
| Year | 2024 |
Use with pyaging
import pyaging as pya
pya.pred.predict_age(adata, ["yingdamage"])
Browse every clock in the pyaging Clock Catalogue.
Citation
Ying, K., Liu, H., Tarkhov, A.E. et al. Causality-enriched epigenetic age uncouples damage and adaptation. Nature Aging 4, 231–246 (2024).