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Metabolomic risk predictors of diabetic foot complications: A longitudinal observational study in type 1 diabetes

Jonas A Andersen, Tommi Suvitaival, Kajetan Trošt, María J Romero-Lado, Simone Theilade, Ismo Matias Mattila, Marie Frimodt-Møller, Anne Rasmussen, Peter Rossing, Cristina Legido-Quigley, Tarunveer Singh Ahluwalia*

*Corresponding author for this work
1 Citation (Scopus)

Abstract

AIMS: Diabetic foot complications are a growing challenge for both individuals and society, underscoring the need for medical treatments and reliable risk markers. This study aimed to identify circulating metabolites associated with the prevalence and incidence of diabetic foot complications in individuals with type 1 diabetes (T1D).

MATERIALS AND METHODS: A non-targeted panel of 75 serum metabolites was measured via mass spectrometry in 637 individuals with T1D from the Steno Diabetes Center Copenhagen, with a median follow-up of 10 years. Associations with diabetic foot complications (foot ulcers and lower extremity amputations) were assessed using linear regression for prevalent and Cox models for incident outcomes. Metabolites with significant crude associations (after multiple testing correction) were further adjusted for key confounders including demographics, clinical variables, lipid profile and renal function, using R statistics.

RESULTS: Participants had a median (interquartile range) age of 55 (47, 64) years, diabetes duration of 35 (25, 44) years and HbA1c levels of 64 (8%) (56, 72 (7.3%, 8.7%)) mmol/mol. In crude models, six metabolites were associated with prevalent amputations and 11 with incident ulcers. After adjustment, threonine and succinic acid remained associated with prevalent amputations (p < 0.05). Ribonic acid (Hazard Ratio [HR] per percentage-increase: 1.02; 95% CI: 1.00-1.04) and nonanoic acid (HR: 0.96; 95% CI: 0.94-0.99) remained significantly associated with incident ulcers. The association between ribonic acid and incident diabetic foot ulcers was replicated in an independent cohort (p < 0.05).

CONCLUSIONS: This study identified novel circulating metabolites, particularly those of the pentose phosphate pathway, associated with the risk of diabetic foot complications.

Original languageEnglish
JournalDiabetes, Obesity and Metabolism
Volume27
Issue number11
Pages (from-to)6167-6177
Number of pages11
ISSN1462-8902
DOIs
Publication statusPublished - Nov 2025

Keywords

  • Adult
  • Amputation, Surgical/statistics & numerical data
  • Biomarkers/blood
  • Denmark/epidemiology
  • Diabetes Mellitus, Type 1/complications
  • Diabetic Foot/epidemiology
  • Female
  • Humans
  • Incidence
  • Longitudinal Studies
  • Male
  • Metabolomics
  • Middle Aged
  • Prevalence
  • Risk Factors

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