Evidence map›Paper›PMID 41967035›Full record

ArticleAge and ageing2026

Frailty index predicts the risk of 17 health outcomes in distinct ways: prospective findings from the Moli-sani Study.

Francesca Bracone, Augusto Di Castelnuovo, Simona Costanzo, Alessandro Gialluisi, Marialaura Bonaccio, Mariarosaria Persichillo, Amalia De Curtis, Sara Magnacca, Teresa Panzera, Sabatino Orlandi and 5 more

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Article in Age and ageing, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

15 authors.

Francesca BraconeResearch Unit of Epidemiology and Prevention, IRCCS Neurological Institute of Southern Italy NEUROMED, Pozzilli, Molise 86077, Italy.
Augusto Di CastelnuovoResearch Unit of Epidemiology and Prevention, IRCCS Neurological Institute of Southern Italy NEUROMED, Pozzilli, Molise 86077, Italy.ORCID 0000-0001-9767-7998
Simona CostanzoResearch Unit of Epidemiology and Prevention, IRCCS Neurological Institute of Southern Italy NEUROMED, Pozzilli, Molise 86077, Italy.ORCID 0000-0003-4569-1186
Alessandro GialluisiResearch Unit of Epidemiology and Prevention, IRCCS Neurological Institute of Southern Italy NEUROMED, Pozzilli, Molise 86077, Italy.
Marialaura BonaccioResearch Unit of Epidemiology and Prevention, IRCCS Neurological Institute of Southern Italy NEUROMED, Pozzilli, Molise 86077, Italy.ORCID 0000-0002-8082-6552
Mariarosaria PersichilloResearch Unit of Epidemiology and Prevention, IRCCS Neurological Institute of Southern Italy NEUROMED, Pozzilli, Molise 86077, Italy.ORCID 0000-0002-9731-0173
Amalia De CurtisResearch Unit of Epidemiology and Prevention, IRCCS Neurological Institute of Southern Italy NEUROMED, Pozzilli, Molise 86077, Italy.ORCID 0000-0001-5104-0318
Sara MagnaccaResearch Unit of Epidemiology and Prevention, IRCCS Neurological Institute of Southern Italy NEUROMED, Pozzilli, Molise 86077, Italy.
Teresa PanzeraResearch Unit of Epidemiology and Prevention, IRCCS Neurological Institute of Southern Italy NEUROMED, Pozzilli, Molise 86077, Italy.
Sabatino OrlandiResearch Unit of Epidemiology and Prevention, IRCCS Neurological Institute of Southern Italy NEUROMED, Pozzilli, Molise 86077, Italy.
Antonio CherubiniGeriatrics and Geriatrics Emergency Care, Italian National Research Center on Aging (IRCCS-INRCA), Ancona, Italy.ORCID 0000-0003-0261-9897
Chiara CerlettiResearch Unit of Epidemiology and Prevention, IRCCS Neurological Institute of Southern Italy NEUROMED, Pozzilli, Molise 86077, Italy.
Maria Benedetta DonatiResearch Unit of Epidemiology and Prevention, IRCCS Neurological Institute of Southern Italy NEUROMED, Pozzilli, Molise 86077, Italy.ORCID 0000-0003-1747-5443
Giovanni de GaetanoResearch Unit of Epidemiology and Prevention, IRCCS Neurological Institute of Southern Italy NEUROMED, Pozzilli, Molise 86077, Italy.ORCID 0000-0002-7823-1402
Licia IacovielloResearch Unit of Epidemiology and Prevention, IRCCS Neurological Institute of Southern Italy NEUROMED, Pozzilli, Molise 86077, Italy.ORCID 0000-0003-0514-5885

Funding

Investment PE8 - Project Age-It: 'Ageing Well in an Ageing Society' DM 1557 11.10.2022Italian Ministry of University and Research (MIUR, Rome, Italy)National Recovery and Resilience PlanNext Generation EU
6 · The paper itself

Abstract

backgroundFrailty reflects systemic vulnerability and is a major public health concern in ageing. This study examined how frailty relates to risk of death, hospitalisation and major chronic diseases.

methodsWe analysed data from 20 975 adults (≥35 years, 52% women) recruited in 2005-10 from the population-based Moli-sani Study (Italy) and followed for a median of 15 years. Frailty was assessed using a multidimensional 29-item frailty index (FI). Cox models accounting for competing risks estimated hazard ratios (HR) for 17 incident outcomes, adjusted for age, sex and common covariates, including social status indicators.

resultsFrailty was associated with increased risk of several adverse outcomes. Per 1-SD increase in FI, the risk of type-2 diabetes and coronary heart disease rose by 82% (HR = 1.82; 95% confidence interval 1.73-1.92; 1541 events) and 33% (HR = 1.33; 1.23-1.44; 756). FI was also associated with an increased risk of Parkinson's disease (HR = 1.25; 1.05-1.47; 158) and non-Alzheimer dementia (HR = 1.31; 1.11-1.54; 150). Cancer associations varied by site. FI also predicted hospitalisations for any cause (HR = 1.31; 1.28-1.34; 11 193), and all-cause mortality (HR = 1.35; 1.30-1.40; 2631). Analyses comparing frail and prefrail with fit categories, excluding early events, and stratified by sex showed consistent results, with indications of somewhat stronger associations among individuals younger than 65 years in certain outcomes.

conclusionFI predicts a wide range of chronic diseases, especially cardiometabolic and neurodegenerative outcomes, and their negative consequences, including hospitalisation and mortality. These findings reinforce the importance of frailty assessment in preventive strategies, risk stratification and integrated surveillance in the general population.

Indexed as

Frail ElderlyFrailtyGeriatric AssessmentAdultAgedAged, 80 and overAge FactorsAgingChronic DiseaseFemaleHealth StatusHospitalizationHumansItalyMaleMiddle Agedageingcardiometabolic riskcompeting risksfrailtymortalityneurodegenerative diseasesolder people

Identifiers

PMID41967035
PMCPMC13071405

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