Empirically derived dietary patterns and diabetes-related foot ulceration among adults with type 2 diabetes: a hospital-based case–control study

Evidence on the relationship between habitual dietary patterns and diabetes-related foot ulceration (DFU) remains limited. We examined associations between empirically derived dietary patterns and DFU among adults with type 2 diabetes. In this hospital-based case–control study, 115 patients with a first-ever DFU and 115 controls without current or previous DFU were recruited in Tehran, Iran. Dietary intake was assessed using a 147-item food-frequency questionnaire administered at enrollment. Cases retrospectively reported intake during the 12 months preceding DFU diagnosis, whereas controls reported intake during the 12 months preceding interview. Principal component analysis of 26 food groups was used to identify dietary patterns, and multivariable logistic regression was used to estimate odds ratios (ORs) and 95% confidence intervals (CIs) for DFU case status. Two retained dietary patterns explained 22.67% of the variance in the food-group data. A pattern characterized primarily by fish, olives and olive oil, vegetables, and fruits was inversely associated with DFU case status (upper versus lower median score: adjusted OR = 0.05, 95%CI 0.02–0.14). A second pattern characterized by sweets, snack foods, sugar-sweetened beverages, and refined grains was positively associated with DFU case status (adjusted OR = 5.74, 95%CI 2.33–14.12). These findings suggest an association between empirically derived dietary patterns and the odds of DFU in adults with type 2 diabetes. However, retrospective dietary reporting and the hospital-based case–control design limit causal interpretation, and differential recall, and reverse causation, cannot be excluded. Prospective studies are needed to clarify temporality and causality.

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Journal
BMC Nutrition
Published
2026-11-03
DOI
https://doi.org/10.1186/s40795-026-01538-3
Primary Topic
Nutritional Studies and Diet
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article
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article

Empirically derived dietary patterns and diabetes-related foot ulceration among adults with type 2 diabetes: a hospital-based case–control study

Ali Nikparast, Golbon Sohrab, Bahram Rashidkhani, Omid Nikpayam et al.
BMC Nutrition
Nutritional Studies and Diet
article

Empirically derived dietary patterns and diabetes-related foot ulceration among adults with type 2 diabetes: a hospital-based case–control study

Ali Nikparast, Golbon Sohrab, Bahram Rashidkhani, Omid Nikpayam, Mohammad Hasani, Leyli Zahra Bahreini Boroujeni, Fatemeh Javaheri‐Tafti, Reza Rahmanian, Maedeh Norouzi
article en

Abstract

Evidence on the relationship between habitual dietary patterns and diabetes-related foot ulceration (DFU) remains limited. We examined associations between empirically derived dietary patterns and DFU among adults with type 2 diabetes. In this hospital-based case–control study, 115 patients with a first-ever DFU and 115 controls without current or previous DFU were recruited in Tehran, Iran. Dietary intake was assessed using a 147-item food-frequency questionnaire administered at enrollment. Cases retrospectively reported intake during the 12 months preceding DFU diagnosis, whereas controls reported intake during the 12 months preceding interview. Principal component analysis of 26 food groups was used to identify dietary patterns, and multivariable logistic regression was used to estimate odds ratios (ORs) and 95% confidence intervals (CIs) for DFU case status. Two retained dietary patterns explained 22.67% of the variance in the food-group data. A pattern characterized primarily by fish, olives and olive oil, vegetables, and fruits was inversely associated with DFU case status (upper versus lower median score: adjusted OR = 0.05, 95%CI 0.02–0.14). A second pattern characterized by sweets, snack foods, sugar-sweetened beverages, and refined grains was positively associated with DFU case status (adjusted OR = 5.74, 95%CI 2.33–14.12). These findings suggest an association between empirically derived dietary patterns and the odds of DFU in adults with type 2 diabetes. However, retrospective dietary reporting and the hospital-based case–control design limit causal interpretation, and differential recall, and reverse causation, cannot be excluded. Prospective studies are needed to clarify temporality and causality.

BMC Nutrition
Tabriz University of Medical Sciences (IR), Shiraz University of Medical Sciences (IR), National Nutrition and Food Technology Research Institute (IR), Golestan University of Medical Sciences (IR), Yasuj University of Medical Sciences (IR), Shahid Beheshti University (IR), Shahid Beheshti University of Medical Sciences (IR)
Openalex Percentile: Top 12%
Nutritional Studies and Diet
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