bioRxivBioinformaticsPreprint
Biometric Aging Clock for Practical Utility in Clinical Settings
Abstract
Aging clocks are an essential tool for biogerontological research that enables a quick assessment of ones pace of aging. In research settings, clocks trained on -omics data types are the most popular since they allow for an inspection of the most basic cellular processes of aging. In clinical settings, however, -omics biomarkers of aging are impractical since they are linked to extra logistical load and costs, and they require personnel training. In this article, we present a cost-efficient aging clock that can be implemented easily in most clinics and hospitals to measure patients aging rates. The clock requires only 22 biomarkers, including 17 blood test parameters, and four biometric measures (blood pressure, body mass index, and waist circumference). The clock predicts ones chronological age with a mean average error of 7.35 years, and it reveals associations with hypertension, cancer, and obesity.
- Citations
- 1
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A catalogue of omics biological ageing clocks reveals substantial commonality and associations with disease risk
Erin Macdonald-Dunlop, Nele Taba, … Peter K. Joshi·AgingPeer-reviewed·Jan 24, 2022
- Blood Omics Models for System-Specific Mortality Risk Estimation
Matías Fuentealba, Thalida Em Arpawong, … David Furman·bioRxiv·Nov 27, 2024
- ComputAgeBench: Epigenetic Aging Clocks Benchmark
Dmitrii V. Kriukov, Evgeniy Efimov, … Dmitry V. Dylov·ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Peer-reviewed·Aug 3, 2025
- OmniAge: a compendium of aging omic biomarkers links mitotic clocks to clonal hematopoiesis and causality
Zhaozhen Du, Yunchao Ling, … Andrew Erich Teschendorff·Nature CommunicationsPeer-reviewed·Jul 28, 2026
- When to Trust Epigenetic Clocks: Avoiding False Positives in Aging Interventions.
Daniel S. Borrus, Raghav Sehgal, … Albert Higgins‐Chen·Aging CellPeer-reviewed·Oct 1, 2026
- Inferential boundaries of age prediction: why prediction does not establish biological age measurement
Shiyu Song, Qiao Liang, Qian Gao·bioRxiv·Sep 29, 2026