Derivation and validation of an epigenetic frailty risk score in population-based cohorts of older adults

20Citations
Citations of this article
36Readers
Mendeley users who have this article in their library.

This article is free to access.

Abstract

DNA methylation (DNAm) patterns in peripheral blood have been shown to be associated with aging related health outcomes. We perform an epigenome-wide screening to identify CpGs related to frailty, defined by a frailty index (FI), in a large population-based cohort of older adults from Germany, the ESTHER study. Sixty-five CpGs are identified as frailty related methylation loci. Using LASSO regression, 20 CpGs are selected to derive a DNAm based algorithm for predicting frailty, the epigenetic frailty risk score (eFRS). The eFRS exhibits strong associations with frailty at baseline and after up to five-years of follow-up independently of established frailty risk factors. These associations are confirmed in another independent population-based cohort study, the KORA-Age study, conducted in older adults. In conclusion, we identify 65 CpGs as frailty-related loci, of which 20 CpGs are used to calculate the eFRS with predictive performance for frailty over long-term follow-up.

Cite

CITATION STYLE

APA

Li, X., Delerue, T., Schöttker, B., Holleczek, B., Grill, E., Peters, A., … Brenner, H. (2022). Derivation and validation of an epigenetic frailty risk score in population-based cohorts of older adults. Nature Communications , 13(1). https://doi.org/10.1038/s41467-022-32893-x

Register to see more suggestions

Mendeley helps you to discover research relevant for your work.

Already have an account?

Save time finding and organizing research with Mendeley

Sign up for free