Humans6,965 hrs participantsCohort study

Cardiometabolic vulnerability and incident frailty across three aging cohorts: a multicohort longitudinal study of HRS, ELSA, and CHARLS

Figure 1 from BMC Geriatrics
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Figure 1Cai et al. · CC BY

BMC Geriatrics

Abstract

Background: Cardiometabolic dysfunction is linked to frailty, but whether a fixed-weight biomarker score developed for one functional aging outcome retains an association with incident frailty without re-estimating its weights is unknown.

The paper

Cai Z, Ren Z

BMC Geriatrics · 3 Oct 2026 · CC BY

doi.org/10.1186/s12877-026-08417-3