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Epigenetic and Metabolomic Biomarkers for Biological Age: A Comparative Analysis of Mortality and Frailty Risk
Lieke M Kuiper, Harmke A. Polinder‐Bos, Daniele Bizzarri, Dina Vojinović, Costanza L. Vallerga, Marian Beekman, Martijn E.T. Dollé, Mohsen Ghanbari, Trudy Voortman, Marcel Reinders, W. M. Monique Verschuren, P. Eline Slagboom, Erik B. van den Akker, Joyce B. J. van Meurs
The Journals of Gerontology Series A · 2023 · ▲ 84 citations
Abstract
Biological age captures a person's age-related risk of unfavorable outcomes using biophysiological information. Multivariate biological age measures include frailty scores and molecular biomarkers. These measures are often studied in isolation, but here we present a large-scale study comparing them. In 2 prospective cohorts (n = 3 222), we compared epigenetic (DNAm Horvath, DNAm Hannum, DNAm Lin, DNAm epiTOC, DNAm PhenoAge, DNAm DunedinPoAm, DNAm GrimAge, and DNAm Zhang) and metabolomic-based (MetaboAge and MetaboHealth) biomarkers in reflection of biological age, as represented by 5 frailty measures and overall mortality. Biomarkers trained on outcomes with biophysiological and/or mortality information outperformed age-trained biomarkers in frailty reflection and mortality prediction. DNAm GrimAge and MetaboHealth, trained on mortality, showed the strongest association with these outcomes. The associations of DNAm GrimAge and MetaboHealth with frailty and mortality were independent of each other and of the frailty score mimicking clinical geriatric assessment. Epigenetic, metabolomic, and clinical biological age markers seem to capture different aspects of aging. These findings suggest that mortality-trained molecular markers may provide novel phenotype reflecting biological age and strengthen current clinical geriatric health and well-being assessment.
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- 10.1093/gerona/glad137
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- 2026-07-28 MST
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APA
Kuiper, L.M., Polinder‐Bos, H.A., Bizzarri, D., Vojinović, D., Vallerga, C.L., Beekman, M., Dollé, M.E., Ghanbari, M., Voortman, T., Reinders, M., Verschuren, W.M.M., Slagboom, P.E., Akker, E.B.V.D., & Meurs, J.B.J.V. (2023). Epigenetic and Metabolomic Biomarkers for Biological Age: A Comparative Analysis of Mortality and Frailty Risk. <em>The Journals of Gerontology Series A</em>. https://doi.org/10.1093/gerona/glad137
Vancouver
Kuiper LM, Polinder‐Bos HA, Bizzarri D, Vojinović D, Vallerga CL, Beekman M, et al. Epigenetic and Metabolomic Biomarkers for Biological Age: A Comparative Analysis of Mortality and Frailty Risk. The Journals of Gerontology Series A. 2023. doi:10.1093/gerona/glad137.
BibTeX
@article{lieke2023Epigen,
title = {Epigenetic and Metabolomic Biomarkers for Biological Age: A Comparative Analysis of Mortality and Frailty Risk},
author = {Lieke M Kuiper and Harmke A. Polinder‐Bos and Daniele Bizzarri and Dina Vojinović and Costanza L. Vallerga and Marian Beekman and Martijn E.T. Dollé and Mohsen Ghanbari and Trudy Voortman and Marcel Reinders and W. M. Monique Verschuren and P. Eline Slagboom and Erik B. van den Akker and Joyce B. J. van Meurs},
journal = {The Journals of Gerontology Series A},
year = {2023},
doi = {10.1093/gerona/glad137},
}
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