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Updated: Aug 31, 2026

Frailty Assessment in an Aging Mouse Model
Published on: September 23, 2025
[Rockwood Frailty Index as a prognostic classifier in hospital at home: an observational survival study]
Vicente Ruiz García1, Elisa Soriano Melchor1, Alberto Muñoz Cano1
1Unidad de Hospitalización a Domicilio, Hospital Universitari i Politècnic La Fe, Valencia, España.
Objective:
To evaluate the association between the Rockwood Frailty Index (RFI) and survival across three populations in a Hospital-at-Home Unit (HaH): complex chronic patients, non-oncologic palliative patients (advanced organ failure, severe functional limitation and impaired physiological reserve) and oncologic palliative patients.
Design:
Retrospective longitudinal observational cohort study. SITE: Hospital-at-Home Unit of the Hospital Universitari i Politècnic La Fe (Valencia, Spain).
Participants:
Patients aged 65 or older discharged between January 2021 and December 2024, with an RFI recorded at admission and follow-up in the Case Management programme. 2,610 patients were included (53.8% complex chronic; 34.0% non-oncologic palliative; 12.2% oncologic palliative).
Interventions:
None; observational study with no intervention. MAIN: measurements Survival (time to death) using Kaplan-Meier curves, log-rank tests and multivariate Cox regression, adjusted for demographic (age, sex), clinical (Charlson and Barthel indices, diagnosis-related group, prior emergency admissions) and laboratory variables (albumin, C-reactive protein, glomerular filtration rate).
Results:
Significant differences were observed between groups (χ2=231; P<.001), with median survival of 449, 248.5 and 125days. The RFI was independently associated with higher mortality (HR 2.50; 95%CI: 1.66-3.76), outperforming the Charlson index (HR 1.05).
Conclusions:
The RFI is a powerful independent prognostic predictor across all three populations, outperforming comorbidity and functional dependency. A threshold of ≥0.53 identifies non-oncologic patients with advanced organ failure and severe functional impairment -median survival below nine months- without a formal palliative designation. Its implementation in Primary Care electronic health records would enable early identification of this population and anticipate end-of-life palliative care, regardless of diagnosis.

