Temporal trends of selected diabetic foot deformities and risk factors: an exploratory analysis from a tertiary diabetes clinic

AIMS: While classical diabetic foot risk factors are well established, their temporal progression remains insufficiently understood, particularly for deformities. Therefore, we aimed to analyze trends in selected diabetic foot risk factors and to design a practical monitoring model for long-term clinical use. METHODS: From 51,001 routine foot examinations at tertiary diabetes clinic (1998-2024), we included 14,436 screenings from 3,049 patients with complete data. Using generalized estimating equations, we modelled the temporal trends in the prevalence of six diabetes-related complications. RESULTS: Loss of Protective Sensation (LOPS) significantly increased the odds (adjusted for age at diagnosis, sex, diabetes type, and duration) of five complications: fat pad atrophy (OR = 2.12), toenail deformity (OR = 2.44), toe deformities (OR = 2.57), callus (OR = 3.66), and xerosis (OR = 2.27). Toenail deformity was the most prevalent complication, while fat pad atrophy showed the steepest relative increase over time. Female sex was a risk factor for specific deformities and fat pad atrophy but protective against xerosis (OR = 0.76). CONCLUSION: The developed models provide clinically actionable risk trajectories, revealing distinct patterns by complication type, LOPS status, and demographic factors. These findings can directly support targeted screening protocols and inform resource allocation.

Authors

Institutions

Publication Details

Journal
Diabetes Research and Clinical Practice
Published
2026-05-01
DOI
https://doi.org/10.1016/j.diabres.2026.113299
Primary Topic
Diabetic Foot Ulcer Assessment and Management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Temporal trends of selected diabetic foot deformities and risk factors: an exploratory analysis from a tertiary diabetes clinic

Rok Blagus, Vilma Urbančič‐Rovan, Iztok Štotl
Diabetes Research and Clinical Practice
Diabetic Foot Ulcer Assessment and Management
article

Temporal trends of selected diabetic foot deformities and risk factors: an exploratory analysis from a tertiary diabetes clinic

Rok Blagus, Vilma Urbančič‐Rovan, Iztok Štotl
article en

Abstract

AIMS: While classical diabetic foot risk factors are well established, their temporal progression remains insufficiently understood, particularly for deformities. Therefore, we aimed to analyze trends in selected diabetic foot risk factors and to design a practical monitoring model for long-term clinical use. METHODS: From 51,001 routine foot examinations at tertiary diabetes clinic (1998-2024), we included 14,436 screenings from 3,049 patients with complete data. Using generalized estimating equations, we modelled the temporal trends in the prevalence of six diabetes-related complications. RESULTS: Loss of Protective Sensation (LOPS) significantly increased the odds (adjusted for age at diagnosis, sex, diabetes type, and duration) of five complications: fat pad atrophy (OR = 2.12), toenail deformity (OR = 2.44), toe deformities (OR = 2.57), callus (OR = 3.66), and xerosis (OR = 2.27). Toenail deformity was the most prevalent complication, while fat pad atrophy showed the steepest relative increase over time. Female sex was a risk factor for specific deformities and fat pad atrophy but protective against xerosis (OR = 0.76). CONCLUSION: The developed models provide clinically actionable risk trajectories, revealing distinct patterns by complication type, LOPS status, and demographic factors. These findings can directly support targeted screening protocols and inform resource allocation.

Diabetes Research and Clinical Practice
University of Primorska (SI), University of Ljubljana (SI), Ljubljana University Medical Centre (SI)
Openalex Percentile: Top 8%
Diabetic Foot Ulcer Assessment and Management
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.