metadata
library_name: pyaging
tags:
- pyaging
- aging-clock
- biology
- dna-methylation
mammalianlifespan
Pan-mammalian tissue-agnostic elastic-net predictor fitted to log species maximum life span from conserved CpG methylation; pyaging exponentiates the linear output to years.
Model weights retain the original authors' terms; the pyaging software license does not relicense them.
| Predicts | species maximum lifespan |
| Species | multiple species |
| Tissue | multi-tissue |
| Data type | DNA methylation |
| Model type | elastic net regression |
| Year | 2024 |
Use with pyaging
import pyaging as pya
pya.pred.predict_age(adata, ["mammalianlifespan"])
Browse every clock in the pyaging Clock Catalogue.
Citation
Li, Caesar Z., et al. "Epigenetic predictors of species maximum life span and other life-history traits in mammals." Science Advances 10.23 (2024): eadm7273.