metadata
library_name: pyaging
tags:
- pyaging
- aging-clock
- biology
- dna-methylation
mammalian1
Universal pan-mammalian clock 1: elastic-net regression of log-transformed chronological age on conserved mammalian-array CpGs, back-transformed to years.
Model weights retain the original authors' terms; the pyaging software license does not relicense them.
| Predicts | chronological age |
| Species | multiple species |
| Tissue | multi-tissue |
| Data type | DNA methylation |
| Model type | elastic net regression |
| Year | 2023 |
Use with pyaging
import pyaging as pya
pya.pred.predict_age(adata, ["mammalian1"])
Browse every clock in the pyaging Clock Catalogue.
Citation
Lu, A. T., et al. "Universal DNA methylation age across mammalian tissues." Nature Aging 3.9 (2023): 1144-1166.