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mammalian3 – AI Model by pyaging | AlphaNeural AI
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pyaging
/
mammalian3
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pyaging
elastic net regression
aging-clock
biology
dna-methylation
mit
us
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mammalian3
Universal pan-mammalian clock 3 fits a log-linear age transformation based on gestation and sexual maturity and returns chronological age in years.
Predicts
chronological age
Species
multiple species
Tissue
multi-tissue
Data type
DNA methylation
Model type
elastic net regression
Year
2023
Use with pyaging
python
1
import
pyaging
as
pya
2
3
pya
.
pred
.
predict_age
(
adata
,
[
"mammalian3"
]
)
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.
https://doi.org/10.1038/s43587-023-00462-6
