The Application of Digital Frailty Screening to Triage Nonhealing and Complex Wounds.

J Diabetes Sci Technol

Interdisciplinary Consortium on Advanced Motion Performance (iCAMP), Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, USA.

Published: March 2024

Objective: We investigated the association between the complexity of diabetic foot ulcers (DFUs) and frailty.

Research Design And Methods: Individuals (n = 38) with Grade 2 Wagner DFU were classified into 3 groups based on the Society for Vascular Surgery risk-stratification for major limb amputation as Stage 1 at very low risk (n = 19), Stage 2 at low risk (n = 9), and Stage 3 to 4 at moderate-to-high risk (n = 10) of major limb amputation. Frailty status was objectively assessed using a validated digital frailty meter (FM). The FM works by quantifying weakness, slowness, rigidity, and exhaustion over a 20-second repetitive elbow flexion-extension exercise using a wrist-worn sensor. FM generates a frailty index (FI) ranging from 0 to 1; higher values indicate progressively greater severity of frailty. Skin perfusion pressure (SPP), albumin, and tissue oxygenation level (SatO) were also measured. One-way analysis of variance (ANOVA) was used to identify group effect for wound complexity. Pearson's correlation coefficient was used to assess the associations with frailty and clinical endpoints.

Results: Frailty index was higher in Stage 3 and 4 as compared to Stage 1 ( = 1.4, < .01) and Stage 2 ( = 1.2, < .01). Among assessed frailty phenotypes, exhaustion was correlated with SPP ( = -0.63, < .01) and albumin ( = -0.5, < .01).

Conclusion: Digital biomarkers of frailty may predict complexity of DFU and thus triage individuals who can be treated more simply in their primary clinic versus higher risk patients who require prompt referral to multidisciplinary, more complex care.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10973858PMC
http://dx.doi.org/10.1177/19322968221111194DOI Listing

Publication Analysis

Top Keywords

frailty
9
digital frailty
8
major limb
8
limb amputation
8
stage low
8
low risk
8
risk stage
8
stage
6
application digital
4
frailty screening
4

Similar Publications

Deprescribing Cardiovascular Medications in Older Adults Living with Frailty.

CJC Open

December 2024

Division of Cardiology, Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada.

Certain medications have shown significant effectiveness in reducing the incidence of cardiovascular events and mortality, leading them to be among those that are prescribed most commonly for Canadian seniors. However, polypharmacy, which disproportionately affects older adults, is particularly concerning for frail individuals who are at higher risk for adverse medication-related events. The deprescribing process is the discontinuation, either immediate or gradual, of inappropriate medications, to address polypharmacy and improve outcomes.

View Article and Find Full Text PDF

Background: The short-term and midterm impact of gender differences on transcatheter aortic valve implantation (TAVI) has been studied. However, the impact on long-term clinical outcomes remains unclear. The objective of the study was to investigate the impact of gender differences after TAVI on long-term clinical outcomes and structural valve deterioration (SVD).

View Article and Find Full Text PDF

Objective: This study aimed to conduct a systematic review and meta-analysis, assessing the pooled prevalence and influencing factors of oral frailty in older people to assist healthcare professionals in enhancing their understanding of this condition and formulating efficient interventions.

Methods: This systematic review was performed based on the Preferred Reporting Items for Systematic Reviews and Meta-analyses Statement (PRISMA) guidelines. We searched PubMed, Web of Science, The Cochrane Library, Embase, CINAHL, ProQuest, the National Knowledge Infrastructure (CNKI), WAN FANG DATA, VIP Information, SinoMed and Scopus for literature published in English or Chinese from inception to June 19, 2024.

View Article and Find Full Text PDF

Primary Care Academy: lessons learned from a large-scale innovative primary care project.

Front Public Health

December 2024

Frailty in Ageing Research Group, Department Gerontology, Vrije Universiteit Brussel, Brussels, Belgium.

Introduction And Context: The social and healthcare system faces numerous challenges, with primary care playing a key role in achieving universal and equitable health coverage. However, the primary care field often struggles with limited research capacity, activity, and funding.

The Primary Care Academy: To address these gaps, the Primary Care Academy (PCA) - a large-scale, innovative, interdisciplinary research and networking organization, encompassing then organization in the primary care field, was established and funded in 2019 by the Fund Dr.

View Article and Find Full Text PDF

Background: Frailty in older adults is linked to increased risks and lower quality of life. Pre-frailty, a condition preceding frailty, is intervenable, but its determinants and assessment are challenging. This study aims to develop and validate an explainable machine learning model for pre-frailty risk assessment among community-dwelling older adults.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!