petkovich / config.json
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{
"approved_by_author": "\u231b",
"citation": "Petkovich, Daniel A., et al. \"Using DNA methylation profiling to evaluate biological age and longevity interventions.\" Cell metabolism 25.4 (2017): 954-960.",
"citations": 453,
"citations_date": "2026-10-02",
"clock_name": "petkovich",
"data_type": "DNA methylation",
"doi": "https://doi.org/10.1016/j.cmet.2017.03.016",
"journal": "Cell Metabolism",
"last_author": "Vadim N. Gladyshev",
"model_type": "elastic net regression",
"n_features": 90,
"notes": "Mouse blood DNA-methylation age clock built by regression on reduced-representation bisulfite-sequencing CpGs, estimating biological age and shown to be slowed by lifespan-extending interventions such as caloric restriction and dwarfism.",
"platform": [
"bisulfite sequencing"
],
"population": "mice",
"postprocess": "petkovich",
"predicts": [
"chronological age"
],
"research_only": null,
"species": "Mus musculus",
"tissue": [
"whole blood"
],
"training_target": [
"chronological age"
],
"unit": [
"months"
],
"version": "0.5.7",
"year": 2017
}