Modelpublic

pyaging/cabec

sourceHugging Facemitupdated 1mo agoView on Hugging Face

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Model Card

cabec

Common Adult Blood-based EPIC Clock trained on the extended adult whole-blood dataset but restricted to autosomal CpGs shared by the Illumina 450K and EPIC arrays.


Predicts	chronological age
Species	Homo sapiens
Tissue	whole blood
Data type	DNA methylation
Model type	elastic net regression
Year	2020

Use with pyaging

python

import pyaging as pya

pya.pred.predict_age(adata, ["cabec"])

Browse every clock in the pyaging Clock Catalogue.

Citation

Lee, Yunsung, et al. "Blood-based epigenetic estimators of chronological age in human adults using DNA methylation data from the Illumina MethylationEPIC array." BMC genomics 21 (2020): 1-13.

https://doi.org/10.1186/s12864-020-07168-8