Frailty as a Risk-Enhancing Factor Across the Cardiovascular–Kidney–Metabolic Framework: Findings from the UK Biobank

Frailty was consistently associated with incident CVD across the CKM spectrum. When considered alongside traditional CKM variables, frailty captured additional cardiovascular vulnerability across CKM stages, supporting its role as a complementary, risk-enhancing factor within the CKM framework.