Evidence map›Paper›PMID 41792700›Full record

Observational studyBMC oral health2026

Multidimensional frailty assessment integrating physical, mental and oral health: a multicentric study.

Luciano Maia Alves Ferreira, José Brito, Paulo Alexandre Ferreira Chaló, Carlos Borges Oliveira, Maia E Maia Fischel E Andrade, João Botelho, José João Baltazar Mendes, Evandro Marianeti Fiocco, Simone Cecílio Hallak Regalo

Abstract readMulticenter StudyObservational Study
In one paragraph

Observational study in BMC oral health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Observational
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Luciano Maia Alves FerreiraMathias Vitti Electromyography Laboratory, Faculty of Dentistry of Ribeirão Preto, University of São Paulo (FORP/USP), São Paulo, Brazil. lucianomaia@egasmoniz.edu.pt.
José BritoMathias Vitti Electromyography Laboratory, Faculty of Dentistry of Ribeirão Preto, University of São Paulo (FORP/USP), São Paulo, Brazil.
Paulo Alexandre Ferreira ChalóEgas Moniz Center for Interdisciplinary Research, Egas Moniz School of Health and Science, Almada, Portugal.
Carlos Borges OliveiraEgas Moniz Center for Interdisciplinary Research, Egas Moniz School of Health and Science, Almada, Portugal.
Maia E Maia Fischel E AndradeLaboratory of Neuroscience, Neuromodulation and Study of Pain (LANNED), Federal University of Alfenas (UNIFAL-MG), Alfenas, Minas Gerais, Brazil.
João BotelhoEgas Moniz Center for Interdisciplinary Research, Egas Moniz School of Health and Science, Almada, Portugal.
José João Baltazar MendesEgas Moniz Center for Interdisciplinary Research, Egas Moniz School of Health and Science, Almada, Portugal.
Evandro Marianeti FioccoBiomechanical and Movement Assessment Laboratory (LABIM), Claretian University Center of Batatais, Batatais, Brazil.
Simone Cecílio Hallak RegaloMathias Vitti Electromyography Laboratory, Faculty of Dentistry of Ribeirão Preto, University of São Paulo (FORP/USP), São Paulo, Brazil.

Funding

Fundação para a Ciência e a Tecnologia UIDB/04585/2025
6 · The paper itself

Abstract

aimFrailty is a complex and multidimensional condition commonly observed in older adults and associated with increased risks of falls, hospitalization, disability, and mortality. Traditionally, frailty assessments have focused primarily on physical performance and biomedical parameters. However, emerging evidence highlights the importance of psychological, social, and oral health domains, which are often excluded from standard assessment models. These omissions may limit the accuracy and clinical utility of frailty screening, particularly in diverse aging populations.

methodsTo evaluate the effectiveness of an extended frailty assessment model with up to 10 predictive variables, including Bite force and the Oral Frailty Index (OFI-8/PT), in distinguishing between levels of frailty (non-frail, pre-frail, and frail), and to compare its performance with traditional models.

resultsThe sample included 499 community-dwelling older adults (295 from Brazil and 204 from Portugal), aged ≥ 60 years, with at least 20 functional teeth and no cognitive or neurological impairments. Participants underwent functional tests (Timed Up and Go, Sit-to-Stand, handgrip strength), body composition measurements (BMI, body fat percentage, waist-to-hip ratio), psychological assessment (CES-D for depression), physical activity evaluation (IPAQ), Bite force testing (dynamometry), and oral health screening (OFI-8/PT). Discriminant analysis was used to identify which variables best differentiated the frailty groups. Results: In the model with 8 predictors, the main discriminators were the Sit-to-Stand test (STS), handgrip strength, and CES-D depression scores. Discriminant Function 1 (DF1) effectively separated non-frail and frail individuals, while Function 2 (DF2) helped distinguish pre-frail participants. The classification performance of the extended model with 10 variables—adding Bite force and OFI-8/PT—showed no statistically meaningful deterioration, justifying the use of the model with additional predictors of clinical interest. Bite force showed a positive correlation with handgrip strength and a negative correlation with oral frailty scores, indicating its value as an independent functional marker.

conclusionIncluding mental and oral health markers significantly enhances frailty assessment models, supporting a more comprehensive and sensitive approach. The 10-variable model proved effective in identifying distinct frailty profiles, highlighting depression and masticatory function as crucial components. These findings emphasize the need for adaptable, integrative assessment tools in geriatric practice, enabling early, individualized interventions and guiding public health strategies to promote healthy aging across diverse cultural settings.

Indexed as

Frail ElderlyFrailtyGeriatric AssessmentMental HealthOral HealthAgedAged, 80 and overBite ForceBrazilFemaleHand StrengthHumansMaleMiddle AgedBite forceDepressionElderlyFrailtyOral health

Identifiers

PMID41792700
PMCPMC13081566

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.