Evidence map›Paper›PMID 39253399›Full record

ArticleClinical interventions in aging2024

Multidimensional-Based Prediction of Pressure Ulcers Development and Severity in Hospitalized Frail

Silvia Ottaviani, Eleonora Rondanina, Floriana Arnone, Virna Brucato, Roberto Campigli, Massimo Della Bona, Luca Tagliafico, Ennio Ottaviani, Alessio Nencioni, Fiammetta Monacelli

Abstract read
In one paragraph

Article in Clinical interventions in aging, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–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

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Article
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

10 authors.

Silvia OttavianiSection of Geriatrics, Department of Internal Medicine and Medical Specialties (DIMI), University of Genoa, Genoa, 16132, Italy.ORCID 0000-0002-8278-793X
Eleonora RondaninaSection of Geriatrics, Department of Internal Medicine and Medical Specialties (DIMI), University of Genoa, Genoa, 16132, Italy.ORCID 0009-0002-9997-9943
Floriana ArnoneASL5 Ospedale San Bartolomeo, Sarzana, Italy.
Virna BrucatoASL5 Ospedale San Bartolomeo, Sarzana, Italy.
Roberto CampigliASL5 Ospedale San Bartolomeo, Sarzana, Italy.
Massimo Della BonaASL5 Ospedale San Bartolomeo, Sarzana, Italy.
Luca TagliaficoSection of Geriatrics, Department of Internal Medicine and Medical Specialties (DIMI), University of Genoa, Genoa, 16132, Italy.ORCID 0000-0003-2372-9999
Ennio OttavianiDepartment of Mathematics (DIMA), University of Genoa, Genoa, 16132, Italy.ORCID 0000-0002-2538-5985
Alessio NencioniSection of Geriatrics, Department of Internal Medicine and Medical Specialties (DIMI), University of Genoa, Genoa, 16132, Italy.ORCID 0000-0001-5068-8884
Fiammetta MonacelliSection of Geriatrics, Department of Internal Medicine and Medical Specialties (DIMI), University of Genoa, Genoa, 16132, Italy.ORCID 0000-0003-4303-7252

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: In recent times, growing uncertainty has emerged regarding the effectiveness of standard pressure ulcer (PU) risk assessment tools, which are suspected to be no better than clinical judgment, especially in the frail and comorbid elderly population. This study aimed to identify the primary clinical predictive variables for PU development and severity in hospitalized older adults, utilizing a multidimensional frailty assessment, and compare them with the Braden scale. Patients and methods: The population consisted of 316 patients, admitted to the Geriatric Unit and Transitional Care of San Bartolomeo Hospital in Sarzana (Italy) during the period 21/02/22-01/07/22. The collected information included both anamnestic and laboratory data. A comprehensive geriatric assessment was performed, including also anthropometric and physical performance measurements. Multivariate logistic analysis was used, both in a binary classification test and in the subsequent ordinal classification test of severity levels. The final performance of the model was assessed by ROC curve estimation and AUC comparison with the Braden scale. Results: Within the population, 152 subjects (48%) developed PU at different levels of severity. The results showed that age, Braden scale (subscales of mobility and friction/shear), Barthel scale, Mini Nutritional Assessment, hemoglobin, and albumin are predictors associated with the development of PU (AUC 85%). The result is an improvement over the use of the Braden scale alone (AUC 75%). Regarding the identification of predictive factors for PU severity, 4AT also emerges as potentially relevant. Conclusion: Assessing the subject's nutritional status, physical performance, and functional autonomies enables the effective integration of the Braden scale in identifying patients most susceptible to developing PU. Our findings support the integration of a comprehensive set of methodologically robust frailty determinants into traditional risk assessment tools. This integration reflects the mutual interplay between patients' frailty, skin frailty, and PU development in very old hospitalized patients.

Indexed as

Frail ElderlyGeriatric AssessmentHospitalizationPressure UlcerSeverity of Illness IndexAgedAged, 80 and overFemaleHumansItalyLogistic ModelsMaleMultivariate AnalysisNutrition AssessmentRetrospective StudiesRisk Assessmentchronic diseaseschronic woundshealth analyticsnutritionprecision medicinepressure injury

Identifiers

PMID39253399
PMCPMC11381216

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Registered trials

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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.