Evidence map›Paper›PMID 42280384›Full record

ArticleNutrients2026

Nutritional Risk Scores and Cognitive Impairment After Hip Fracture: Strong Associations with Mortality but Limited Discriminative Performance.

Sara Silvaieh, Arastoo Nia, Stephan Heisinger, Domenik Popp

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Article in Nutrients, 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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5 · Who and what money

Authors and funding

4 authors.

Sara SilvaiehDepartment of Neurology, Medical University of Vienna, Waehringer Guertel 18-20, 1090 Vienna, Austria.
Arastoo NiaClinical Division of Traumatology, Department of Orthopedics and Trauma Surgery, Medical University of Vienna, Waehringer Guertel 18-20, 1090 Vienna, Austria.ORCID 0000-0002-9001-7732
Stephan HeisingerClinical Division of Traumatology, Department of Orthopedics and Trauma Surgery, Medical University of Vienna, Waehringer Guertel 18-20, 1090 Vienna, Austria.
Domenik PoppClinical Division of Traumatology, Department of Orthopedics and Trauma Surgery, Medical University of Vienna, Waehringer Guertel 18-20, 1090 Vienna, Austria.ORCID 0000-0002-8580-2314

Funding

The Medical Scientific Fund of the Mayor of the Federal Capital Vienna AP22193MWF/KP22193MWF
6 · The paper itself

Abstract

backgroundMalnutrition and cognitive impairment are common in patients with proximal femur fractures and are associated with adverse outcomes. However, the prognostic performance of nutritional screening tools in this population remains uncertain.

methodsIn this retrospective cohort study, 1595 patients aged ≥ 60 years undergoing surgery for proximal femur fracture were included. Nutritional status was assessed using seven established scores (MNA, PNI, GNRI, MUST, GMS, NRS-2002, CONUT). Mortality was evaluated at 30 days, 3 months, 6 months, 1 year, and 2 years. Associations were analysed using multivariable logistic regression adjusted for age, sex, ASA class, institutional residence, fracture type, and cognitive impairment. Discrimination was assessed using the area under the curve (AUC), and calibration was evaluated using calibration slopes and Brier scores.

resultsWorsening nutritional status was consistently associated with increased mortality across all scores and timepoints. The strongest gradient was observed for MNA, with 2-year mortality increasing from 15.6% in patients with normal nutritional status to 53.8% in malnourished patients. Most scores remained independently associated with mortality after adjustment, with odds ratios per 1 SD deterioration ranging from 1.3 to 1.6. Discriminative performance was modest (AUC 0.57-0.69), with MNA showing the highest values. Differences between scores were small, with overlapping confidence intervals. Calibration was good across all models at 1 and 2 years.

conclusionsNutritional status is independently associated with mortality after proximal femur fracture but provides limited discrimination for individual risk prediction. Nutritional scores may support identification of vulnerable patients but demonstrated limited performance for individual mortality prediction.

Indexed as

Cognitive DysfunctionHip FracturesMalnutritionNutritional StatusNutrition AssessmentAgedAged, 80 and overFemaleHumansMaleMiddle AgedPrognosisProximal Femoral FracturesRetrospective StudiesRisk AssessmentRisk Factorscognitive impairmentfrailtygeriatricship fracturemalnutritionMini Nutritional Assessmentmortalitynutritional screeningproximal femur fracturerisk prediction

Identifiers

PMID42280384
PMCPMC13258540

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.