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.

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.

https://doi.org/10.1126/sciadv.adm7273